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NIST & CISA Proposed Metric for Vulnerability Exploitation Probability

The National Institute of Standards and Technology (NIST) is proposing a new metric to determine the likelihood of any software or hardware vulnerability being exploited.

The new metric is “Likely Exploited Vulnerabilities” (LEV), that aims to close a key gap in vulnerability management.

This new data point can benefit the SecOps teams who are working to release an effective patch management strategy and address the development flaws.

NIST now wants members of cyber security community to come forward and validate the method as predicting which ones is important for the efficiency and cost effectiveness of enterprise vulnerability remediation.

However NIST proposed that predicting ones which is important for the efficiency and cost effectiveness of enterprise vulnerability remediation efforts is important.

Currently, such remediation efforts rely on the Exploit Prediction Scoring System (EPSS), which has known inaccurate values, and Known Exploited Vulnerability (KEV) lists, which may not be comprehensive.

The proposed likelihood metric may augment EPSS remediation (correcting some inaccuracies) and KEV lists (enabling measurements of comprehensiveness). However, collaboration with industry is necessary to provide necessary performance measurements.

Importance of Metric for Vulnerability Exploitation Probability

Remediating vulnerabilities is time-consuming and costly. According to the paper, most companies only manage to patch about 16% of the vulnerabilities affecting their systems each month.

Meanwhile, research shows that only about 5% of vulnerabilities are exploited in the wild.

It is found organizations would spend their limited resources patching that small but dangerous subset, but identifying them has proven difficult.

That’s where LEV comes in to assist organizations prioritize vulnerabilities that are likely to have already been used in attacks, the metric could make patching efforts more targeted and effective.

In a recently published paper, Peter Mell (formerly of NIST) and Jonathan Spring of CISA presented a vulnerability exploitation metric that builds upon the existing Exploit Prediction Scoring System (EPSS) and CISA’s Known Exploited Vulnerabilities (KEV) catalog.

The researchers noted that studies show only about 5% of known vulnerabilities are exploited in the wild, while organizations typically remediate only 16% of vulnerabilities each month.

The researchers outline four key ways LEV could be used:

1. Estimate how many vulnerabilities have been exploited.
2. Check how complete KEV lists are.
3. Identify high-risk vulnerabilities missing from those lists.
4. Fix blind spots in EPSS, which sometimes underestimates risk for already-exploited bugs.

Introducing the LEV Metric

Mell and Spring’s new metric—called Likely Exploited Vulnerabilities (LEV) probabilities—aims to address the limitations of both EPSS and the KEV catalog. While EPSS provides 30-day exploitation probabilities, it has known inaccuracies, particularly underestimating risk for already-exploited vulnerabilities. KEV, on the other hand, is limited by its reliance on known exploit data and may not be comprehensive.

LEV probabilities are designed to:

  • Estimate how many and which vulnerabilities are likely to have been exploited
  • Assess the completeness of the KEV catalog
  • Enhance KEV-based prioritization by identifying likely-exploited vulnerabilities not yet listed
  • Improve EPSS-based prioritization by correcting underestimations

Key Findings

The researchers compared LEV and EPSS scores for specific vulnerabilities, showing significant differences.

For example:

  • CVE-2023-1730 (SupportCandy WordPress plugin SQL injection): before 3.1.5, the LEV probability was 0.70, while the peak EPSS score was 0.16.
  • CVE-2023-29373 (Microsoft ODBC Driver RCE – Remote Code Execution vulnerability): the LEV probability was 0.54350, while the peak EPSS probability was 0.08.

The LEV analysis identified hundreds of vulnerabilities with probabilities near 1.0. However, many of these are not listed in current KEV catalogs. NIST is actively seeking collaboration with partners as real-world validation is must for LEV to be a promising idea rather than a trusted tool.

NIST is currently seeking industry partners with relevant datasets to empirically evaluate the effectiveness of LEV probabilities through real-world performance measurements.

Sources: https://www.helpnetsecurity.com/2025/05/26/nist-likely-exploited-vulnerabilities/#:~:text=LEV%20aims%20to%20bridge%20that,%2C%20not%20replace%2C%20existing%20methods.

Recent Health Care Data Breaches Highlight Importance of Proactive Leadership

Recent data breaches on healthcare organisation be it insurance provider to  big hospitals and healthcare organisation witnesses how hackers were able to compromise the protected health information of patients.

Healthcare organisations collect an enormous amount of data and these are not only personal details but includes health insurance details, payment structure and  medical records etc. These information’s are extremely important from financial point and a big lucrative market for hackers to track down and use them for gains.

In 2024 there were 1,160 healthcare related cyber breaches, exposing 305 million patients record out in dark web a marked increase of 26% in 2025.

As of March 19, 2025, 734 large data breaches have been reported to OCR, a percentage decrease of 1.74% from the 747 large healthcare data breaches reported in 2023.

While a reduction in healthcare data breaches is a step in the right direction, 2024 was the worst-ever year in terms of breached healthcare records, which jumped by 64.1% from last year’s record-breaking total to 276,775,457 breached records, or 81.38% of the 2024 population of the United States.

The Star Health Data Breach

Star Health and Allied Insurance is delaing a difficult situation where a potential exodus of top executives following a massive data breaches affecting over 30 million customers.

The breach has led to internal cybersecurity investigations, possible financial penalties up to ₹250 crore and heightened scrutiny over leadership accountability.

Employee attrition is reportedly rising with the organization, especially in tier-2 and tier-3 cities and top it all the reputational damage and operational challenges.

The hacker responsible for a major data breach at Star Health and Allied Insurance last year has reportedly claimed responsibility for sending death threats and bullet cartridges to the insurer’s top executives.

As per reports the hacker reportedly said the recent threats were triggered after being contacted by Star Health policyholders who claimed their legitimate insurance claims were denied.

Star Health, India’s biggest health insurer, has faced criticism from customers and data security experts as per Reuters. Since last September the hacker known by alias name ‘xenZen’ had leaked sensitive client data, including medical reports. At the time, xenZen told Reuters in an email they possessed 7.24 terabytes of data related to over 31 million Star Health customers and was speaking to potential buyers for the data.

This incident brings in light top leadership crisis within the organisation.

Crisis Management is broader perspective that encompasses leadership decisions, communication strategies, stakeholder engagement, business continuity, fiscal management, and long-term reputational considerations.

Healthcare specific Cyber security performance goal(CPGs)

With record numbers of healthcare records being compromised, it is clear that more needs to be done to improve healthcare cybersecurity.

Beginning of 2024, the HHS’ Office for Civil Rights published two sets of healthcare-specific cybersecurity performance goals (CPGs).

In December 2024, the HHS published a long-awaited proposed update to the HIPAA Security Rule that will, if enacted, force healthcare organizations to implement a range of measures to improve their security posture. The proposed update includes some of the recommended measures in the CPGs, such as multifactor authentication, encryption for data at rest and in transit, mitigating known vulnerabilities, network segmentation, maintaining an accurate asset inventory and cyber security testing.

Stable Leadership to deal with un-certainties  of cyber threats

Organisations under stable leadership must undertake a rigorous risk-assessment process that encompasses disaster mitigation. This will include cyber incident recovery and business continuity planning to support the resilience of critical health care functions and systems. 

With strong new leadership companies can adopt bold steps to regain trust by investing heavily in cyber security infrastructure. This is led by launching new products focused on identity protection.

Having a transparent approach in addressing vulnerabilities and commitment to innovation will help restore customer confidence and set a new industry standard for data protection. To turn cybersecurity threats into oppertunites, CEO and CISO’s must embrace a multifaceted leadership approach to deal with advance cyber tactics employed by hackers and cyber criminals.

To go beyond technical solutions and extends to cultural, strategic and operational changes.

Adopting a cyber-security first culture within the Organization

  • First and foremost it is important to foster a security-first culture within an organization is critical. This will involve embedding cyber security considerations into every level of business decision-making.
  • Organisations and top leadership taking decisions from development to customer engagement. Leadership must set the tone by prioritizing security as a fundamental business value .
  • Cyber security training a must within the organisation will help build a culture that requires continuous reinforcement through regular training, internal etc.
  • The next step would be ad frameworks that allow businesses to quickly pivot in response to emerging risks.
  • The next step would be adopting frameworks that will allow business to quickly scale and impose proper response during emergency or any cyber threat.
  • The growing cyber risk is also an opportunity for cyber security leadership to stay ahead of their adversaries by improving certain aspects like involving real time threat visibility, gathering actionable insights from industry partners etc.. This will enable proactive security measures  that is resilient in building a cyber-security strategy . To reduce the after affect of breaches, top leadership must adopt cross-functional collaboration and investing in ongoing education to create a more security-conscious workforce.
  • All in all a proactive cyber security strategy will help organizations and this is possible by embracing innovation and having a transparent and proactive leadership.

A strong leadership will help to mitigate risks and enhance organisations competitive standing in the market. This can be followed by Iidentifing not only technical vulnerabilities but also operational weaknesses, supply chain risks, and human factors or insider threat .

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Cyber Security News at a Glance; May 2025

For the month of May 2025 here are the Top News including Security Advisory & Blogs

Tesla Model 3 VCSEC Vulnerability Allows Remote Code Execution via TPMS Exploit

A high-severity vulnerability (CVE-2025-2082) in Tesla Model 3’s Vehicle Controller Security (VCSEC) module allows attackers within wireless range to remotely execute arbitrary code by exploiting a flaw in the Tire Pressure Monitoring System (TPMS)

The FBI issued an alert warning of ongoing exploitation of 13 EOL Linksys/Cisco routers by cybercriminal groups operating the 5Socks and Anyproxy services.

Microsoft May 2025 Patch Tuesday Released; Fixed 83 Vulnerabilities, Including 5 Zero-Days

Microsoft addressed 83 vulnerabilities across its product suite. Among them are 5 zero-day vulnerabilities have been confirmed as actively exploited in the wild. The updates span Windows components, Office, Visual Studio, and other core services.

11 vulnerabilities were rated critical, emphasizing the importance of timely remediation especially for enterprise environments.

5 non-Microsoft CVEs included

78 Microsoft CVEs addressed

Critical SAP NetWeaver Vulnerabilities Addressed in May 2025 Patch – Immediate Action Required 

SAP has released critical security updates for its May 2025 patch, including fixes for two actively exploited zero-day vulnerabilities in SAP NetWeaver Visual Composer.

SAP Visual Composer is not installed by default, however it is enabled because it was a core component used by business process specialists to develop business application components without coding.

CISA is officially changing the way it disseminates online security updates and guidance.

CISA says the enhanced information dissemination system will from now on use social media and email only to disperse cybersecurity alerts and advisories, saving its landing page for more critical warnings on May 12.

Updates on May 13

Just a day after announcing it was changing the way it sent out alerts, CISA has changed its mind and reverted back to its old system of putting everything on its website.

“We recognize this has caused some confusion in the cyber community,” the site now reads. “As such, we have paused immediate changes while we re-assess the best approach to sharing with our stakeholders.”

Zero-Day Threat in Chrome’s Loader Component (CVE-2025-4664) – CISA Flags Urgent Risk 

A zero-day vulnerability (CVE-2025-4664) in Google Chrome’s Loader component has been actively exploited in the wild.This flaw allows attackers to bypass security policies, leak cross-origin data, and potentially execute unauthorized code. CISA has added this vulnerability to its Known Exploited Vulnerabilities (KEV) catalog, urging immediate patching. 

Social Media & emails as Medium to disperse Cybersecurity alerts; CISA

CISA is officially changing the way it disseminates online security updates and guidance.

CISA says the enhanced information dissemination system will from now on use social media and email only to disperse cybersecurity alerts and advisories, saving its landing page for more critical warnings on May 12.

As per new rule IT admins and others who want to know are advised to sign up for CISA’s email notifications to stay informed.

Updates on May 13

Just a day after announcing it was changing the way it sent out alerts, CISA has changed its mind and reverted back to its old system of putting everything on its website.

“We recognize this has caused some confusion in the cyber community,” the site now reads. “As such, we have paused immediate changes while we re-assess the best approach to sharing with our stakeholders.”

Some updates will still be available via RSS, though users tracking the Known Exploited Vulnerabilities Catalog must subscribe to that topic through the GovDelivery email service.

Going forward, only high-priority alerts—those tied to emerging threats or major cyber activity—will be posted on the agency’s Cybersecurity Alerts and Advisories webpage. Routine updates and known vulnerabilities, which were previously published on the site, will now be distributed via email, RSS feeds, and X (formerly Twitter).

“The focus of our Cybersecurity Alerts & Advisories webpage will now be on urgent information tied to emerging threats or major cyber activity,” said CISA.

“CISA wants this critical information to get the attention it deserves and ensure it is easier to find.”

Shift in decentralized Cyber communication i.e. multi channel communication

The shift comes as federal agencies rethink the way they communicate with the public and key stakeholders amid both technological and political pressures. For enterprises, this marks a turning point in how they receive, interpret, and act on federal cybersecurity guidance.

The intent appears focused on reducing information overload and sharpening visibility of alerts that signal active or imminent cyber danger.

 The announcement also said that security teams must ensure they’re subscribed to the correct GovDelivery topics, particularly for high-risk categories like the Known Exploited Vulnerabilities (KEV) Catalog.

How can enterprise proactively respond to alerts?

Enterprises and organisations now need to build and maintain multi-channel alert pipelines that ensure no critical update slips through the cracks. This will involve integrating email subscription systems, real-time RSS feeds, and authenticated social media monitoring into their security operations centers (SOCs). 

Security teams of various enterprise now must reevaluate their incident response protocols. In doing this they must align with the new metre and distribution of federal cybersecurity alerts.

This will help organizations as they place sharper emphasis on emerging threats and allow routine alerts to flow through alternative channels.

Critics have earlier warned how relying on a single private platform, especially one known for algorithmic unpredictability, introduce gaps in information access when high incidents takes place.

Sources: ALERT: CISA revamps how it disperses security advisories and updates starting today | Cybernews

Identity Based Attacks, the Growing Risk; How do Orgs’ Navigate

In 2025 identity based attacks have surged up and research reveals how identity based attacks  have affected  identities, endpoints and cloud assets over 4 million past year as reported by threat detection report 2025 by  Red Canary.

As organizations grow and continue to harness technology, identity based attacks grow to and risk associated with them. And this brings us to understand he urgent need for strong identity protection as adversaries explore new techniques.

The Threat landscape is vast and have variety to support the attack includes evolving ransomware tactics, supply chain weaponization and attacks on non-human identities.

In this blog we take a look at what rate identity based attacks are growing and what is required to strengthen organizational strategies for resilience.

Of late the type of attacks that are taking center stage are Social engineering based attacks that has gained popularity as per CrowdStrike report.

Voice phishing (vishing) attacks surged by 442% between the first and second half of 2024 as groups like CURLY SPIDER trick employees into handing over login details.

Those who don’t steal credentials can buy them — access broker activity was up nearly 50% in 2024, reflecting the growing market for illicit access.

Further, more than half (52%) of observed vulnerabilities in 2024 were tied to initial access.

The weakest link in Identity threats

With the usage of cloud most of the enterprises are shifting workload to cloud or hybrid cloud environment and now cloud infrastructure remains one of the points where frequency of attack has increased to achieve initial access.

This also includes increases in  macOS threats, info stealers and business email compromise. VPN based abuse is hard to detect so a easy gateway for criminals to launch ransomware based attacks and these products are actually leveraging identity based attacks including insider threats.

Threat researchers from Sygnia have noticed misconfigured Identity and Access Management (IAM) policies are one of the biggest culprits in creating openings for lateral movement and privilege escalation by attackers.

Popular social media websites and apps are breeding grounds for identity based attack that started from social engineering tactics being deployed by state sponsored threat groups to deliver their harmful intentions.

Example: Hackers gained access to Microsoft 365 tenant and authenticated against Entra ID using captured session tokens. This technique not only bypassed multi-factor authentication (MFA), but also circumvented other security controls that were in place.

AWS access keys were discovered on the compromised devices as well, giving the attackers two ways into the AWS environment—through direct API access and the web console via compromised Entra ID users.

Now business are looking to move beyond passwords and weak MFA. Passkeys, Biometric authentication, Risk-based access, and Continuous identity verification will become non-negotiable.

Bolstering organizations identity governance, adopting zero trust principles and participating in identity-focused red team assessments will be the need of the hour.

What can security leaders do to Stay Ahead of Identity-Based Attacks in 2025?

Passwords aren’t enough these day nor are MFA as attackers are advanced in techniques and wont wait to break authentication when they can bypass, manipulate, or socially engineer their way in.

  • Go passwordless: FIDO2, Passkeys, Biometrics are not required or eliminate them
  • Enforce phishing-resistant authentication: No SMS, no email-based resets, no security questions.
  • Implement real-time identity monitoring: Spot privilege escalations before attackers use them.
  • Require device trust: If a device isn’t secure you are not secured.

Organizations can stay ahead of this growing threat by leveraging GaarudNode which seamlessly integrate to detect and mitigate exposed credentials in real time. 

GaarudNode is an all-in-one solution designed to empower development teams with the tools they need to secure their applications throughout the development lifecycle. By combining the power of SAST, DAST, SCA, API security, and CSPM, GaarudNode provides a comprehensive security framework that ensures your applications are built, tested, and deployed with confidence.
GaarudNode Identifies security flaws early in the development process by scanning source code, helping developers detect issues like insecure coding practices or logic errors.
Tests running applications in real-time to identify vulnerabilities such as SQL injection, Cross-Site Scripting (XSS), and other runtime threats.
Detects third-party libraries and open-source components, ensuring that your dependencies don’t introduce risks.
Continuously tests and monitors your APIs for vulnerabilities such as authentication flaws, data exposure, and insecure endpoints.


Do connect or DM for queries

Source: https://www.crowdstrike.com/en-us/blog/how-to-navigate-2025-identity-threat-landscape/

Frequency & Sophistication of DDoS Attack rise to198% in 1stQ 2025

Ways to protect enterprise assets and infrastructure is not only a CISO’s responsibility but a cause of worry for CXO, CTO ‘s as a powerful DDoS attack can cause havoc on revenues, productivity and reputation.

Threat mitigation from any DDoS attack, requires services from secured and trusted partners who can offer expertise and scale whenever required to mitigate the threats that emerge from DDoS attack.

This is also important from cost point of view as large enterprise bear the burnout and it requires expertise to constantly monitor and clean the traffic that get routed to customer network.

It is important organization find service oriented partners who have skilled networking capacity and processing power so that in face of attack, they can automatically respond to DDoS attacks, detect and mitigate.

According to MazeBolt research, even the best DDoS protections leave enterprises highly exposed. Typically, large-scale, global organizations are only 60% protected – leaving the door wide open for cybercriminals to exploit the gaps.

Statistics show from past DDoS attacks have taken down large services like Spotify, GitHub, Microsoft services like Outlook and OneDrive.

According to new data released by Netscout, distributed denial of service (DDoS) attacks are on the rise. There were 17 million such attacks in 2024 – up from 13 million the year before. It’s an astonishing rise that has big implications for your business.

Defining DDoS attack

When a cyber criminal or malicious actor push for a service with additional requests than it can handle, making the resources unavailable and non-functional subsequently bringing it down.

In cases DDoS attack forcefully shuts a website, network, or computer offline by overloading it with requests. We often hear Black Friday sales out in big giant displays, these often drive a lot of internet traffic towards the brand or one destination at once.

A DDoS attack works when several different IP addresses target the same platform at same time that can overwhelm the server in question and bring it down.

Often, this attack is carried botnets which are a collection of devices when infected with malware, they can controlled remotely by cyber criminals. DDoS attack is executed by several different actors at the same time.

Increase in DDoS Attack in 2025

DDoS attacks increased by 198% compared to the last quarter of 2024 and by 358% compared to the same quarter last year.

On April 3 attack targeted an unnamed online betting organization, lasting around 90 minutes, starting at 11:15 with a surge of 67Gbps, before escalating sharply to 217Gbps by 11:23, and peaked just short of 1Tbps at 965Gbps by 11:36.

Research shows A total of 20.5 million DDoS attacks were stopped during the period, of which 6.6 million attacks were directly targeted at Cloudflare’s infrastructure. Gaming servers were the most popular target for DDoS attacks. Attack patterns remains spotted during the 2024 UEFA European Football Championship, held in Germany, where spikes in DDoS activity also targeted online betting sites.

In Geopolitics DDoS has emerged as a tool that is often and can be abused to target attacks.

According to research by NETSCOUT, the second half of 2024 saw almost 9 million DDoS attacks, a 12.75% increase from the first six months. Israel in particular saw a 2,844% increase in attacks, seeing a high of 519 in one day.

The above mentioned Russian hacking group, NoName057(16), focused primarily on government services in the UK, Belgium, and Spain. Georgia also saw a 1,489% increase in attacks in the lead up to the “Russia Bill”, highlighting its use as a political weapon.

Network-layer DDoS attacks were the primary driver of the overall surge. In Q1 2025, 16.8 million of these attacks were blocked, representing a 509% year-over-year rise and a 397% increase from the prior quarter.

Hyper-volumetric attacks, defined as those exceeding 1 terabit per second (Tbps) or one billion packets per second (Bpps), have become increasingly common. Cloudflare reported approximately 700 such attacks during the quarter, averaging about eight per day.

Major targets of DDoS attack

Globally, there have been notable changes in the most-targeted locations. Germany moved up four spots to become the most attacked country in Q1 2025.

Turkey made an 11-place jump to secure second position, while China dropped to third. Hong Kong, India, and Brazil also appeared among the top most-attacked countries, with movements seen across several regions in the rankings. Australia, for its part, remained outside the global top ten.

Industries facing the most pressure have shifted this quarter as well. The Gambling & Casinos sector moved to the top position as the most targeted industry, after climbing four places.

Telecommunications dropped to second, and Information Technology & Services followed in third.

Other industries experiencing notable increases in attacks included Cyber Security, which jumped 37 places, and Airlines, Aviation & Aerospace. In Australia, the industries facing the most attacks were Telecommunications, Information Technology and Services, Human Resources, and Consumer Services.

The report detailed attack vectors and trends, showing that the most common technique at the network layer remains SYN flood attacks, followed by DNS flood and Mirai-launched attacks.

Among HTTP DDoS attacks, more than 60% were identified and blocked as known botnets, with others attributed to suspicious attributes, browser impersonation, and cache busting techniques.

Cloudflare observed significant surges in two emerging attack methods. CLDAP reflection/amplification attacks grew by 3,488% quarter-over-quarter, exploiting the connectionless nature of the protocol to overwhelm victims with reflected traffic.

Similarly, ESP reflection/amplification attacks rose 2,301%, underscoring vulnerabilities in systems using the Encapsulating Security Payload protocol.

Despite the increase in the volume and size of attacks, the report noted that 99% of network-layer DDoS attacks in Q1 2025 were below 1 Gbps and one million packets per second.

Likewise, 94% of HTTP attacks fell below one million requests per second. Most attacks were short-lived, with 89% of network-layer and 75% of HTTP attacks ending within 10 minutes, but the impact can persist much longer due to the resulting service disruptions.

Addressing the rise of DDoS attack & Mitigation solution

DDoS attack intends to disrupt some or all of its target’s services there are variety of DDoS attacks. They are all uniquely different. There are three common types of DDoS attacks:

  • Volumetric (Gbps)
  • Protocol (pps)
  • Application layer (rps) attacks.

An effective DDoS attack is launched when near by network detects easily the cheap IoT devices like toys, small appliances, thermostats, security camera and Wi-Fi routers. These devices makes it easy to launch an effective attack that can have massive impact.

Threat Mitigation of DDoS attack

Application Layer attacks can be detected early with solutions by monitoring visitor behavior, blocking known bad bots and constant testing.

To do this more effectively Intrucept recently launched Cyber Analytics platform

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𝗖𝘆𝗯𝗲𝗿 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗿𝗲𝗽𝗿𝗲𝘀𝗲𝗻𝘁𝘀 𝗮 𝘀𝘁𝗲𝗽 𝗳𝗼𝗿𝘄𝗮𝗿𝗱 𝗶𝗻 𝗮𝗰𝗵𝗶𝗲𝘃𝗶𝗻𝗴 𝗯𝗲𝘁𝘁𝗲𝗿 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝗼𝘂𝘁𝗰𝗼𝗺𝗲𝘀.

Sources; Targeted by 20.5 million DDoS attacks, up 358% year-over-year: Cloudflare’s 2025 Q1 DDoS Threat Report

DDoS attacks have skyrocketed 358% year-over-year, report says

Deepfake’s pose a Challenge as Cyber-risk Increase

The Digital world is witnessing constant increase in threats from Deepfakes, a challenge for cyber leaders as cybersecurity related risk increase and digital trust.

Deepfakes being AI generated is much used by cybercriminals with intentions to bypass authenticated security protocols and appears realistic but fakes, often posing challenges to detect being generated via AI. We have three types of Deepfakes i.e. voice fakes or Audio, Deep Video maker fakes and shallow fakes or editing software like photoshop.

Growing Cyber Risk due to Deep Fakes

Due to these Deep fakes , which are quiet easier and more realistic to create, there has been deterioration of trust, propagation of misinformation that can be used widely and has potential to damage or conduct malicious exploitation across various domains across the industry verticals.

The cybersecurity industry has always came forward and explained what can be potential risk posed by Deep fakes and possible route to mitigate the risks posed by deepfakes, emphasizing the importance of interdisciplinary collaborations between industries. This will bring in proactive measures to ensure digital authenticity and trust in the face of evolving cyber frauds.

Failing to recognize a deep fake pose negative consequence both for individuals and organizational risk and this can be unable to recognize audio fakes or video fakes. The consequences can be from loss of trust to disinformation. From negative media coverage to falling prey to potential lawsuits and other legal ramifications and we cannot undermine cybersecurity related threats and phishing attacks.

There are case when Deep fakes have been ethically used but the numbers are less compare to malicious usage by cyber criminals. Synthetic media also termed as Deep fakes are created using deep learning algorithms, particularly generative adversarial networks (GANs).

These technologies can seamlessly swap faces in videos or alter audio, creating hyper-realistic but fabricated content. In creative industries, deepfakes offer capabilities such as virtual acting and voice synthesis.

 Generative Adversarial Networks (GANs) consists of two neural networks: a generator and a discriminator.

  • Generator: In this case the network creates synthetic data, such as images or videos from any random sound alert and mimic real data.
  • Discriminator generally evaluates the generated content against real data. 

Deepfakes uses deep learning algorithms to analyze and synthesize visual and audio content which are painful task to determine the real ones, posing significant challenge to ethical security concerns.

While posing threats Deep fakes also provide another gateway for cyber attack specifically Phishing attacks. Tricking victims or impersonating an individual or an entity may open doors for revealing sensitive information and threat to data security.
The audios created via Deepfake could be used to bypass voice recognition systems giving attackers access to secure systems and invading personal privacy.

Uses cases in Deepfakes to understand the reach and impact:

Scammers and Fraudsters can benefit as Deepfakes can develop audio replication and use them for malicious intent like asking financial help from individuals they encounter or voice clone as some important person and demand or extort money.

Identity Theft is often overlooked and this impacts mostly financial institutions and scammers can easily bypass such authentication by cloning voices. Scammers also may easily develop convincing replicas of government ID proofs to gain access to business information or a misuse it as a customer. 

Fusing images of high profile public figures with offensive images by employing deepfake technology without their knowledge by criminals and hackers are growing each day . This kind of act can eventually lead to demanding money by cyber criminals or face consequences leading to defaming.

Conspiracy against governments or national leaders by faking their image or creating false hoax where the image or voice is used by cyber criminals often hired by opposing systems in place to disturb peace and harmony and also sound business operations.

Email are the key entry point for cyberattacks and presently we see deepfake technology being used by cyber criminals to create realistic phishing emails. These emails  bypass conventional security filters an area we cannot afford to neglect.

How will you detect Deep fakes?

Few technicalities are definitely there that may not be recognizable but there are few minute and hairsplitting details.

In Video fakes its often seen no movement in the eye or unnatural facial expression. The skin colour may be sightly different and in-consistent body positioning including the mismatch lip-syncing and body structure and face structure not similar as what we used to witness or accustomed viewing.

Being a grave concern from cyber security perspective its important to remain alert on new evolving technologies on Deep fakes and know their usage to defend on all frontiers both at individual and organizational level.

As Deep fakes are AI driven and rising phishing attacks that imbibe deep fakes pose a challenge where in mostly social media profile are used. The available AI-enabled computers allow cybercriminals to use chatbots no body can detect as fake.

Mitigating the Digital Threat

  • Organizations or individuals require robust security measures to implement AI-based security solutions and develop improved knowledge of phishing methods in order to tackle the digital threat.
  • Remaining proactive in all level of cyber security to navigate the complex challenge of Deep fakes is important, while Deep fakes defiantly poses strong technical challenge but proactive cybersecurity practices can stop cybercriminals from luring victims in their trap.
  • Government bodies and tech institutions or organizations that are tech savy to have more collaborative efforts to recognize deep fakes and effectively deal with challenges.
  • The various regulations and more recently the DORA (Digital Operational Resilience Act ), will help navigate these challenges as more investments in open sources security will rise by countries and organizations.
  • Major investments in AI-driven detection tools are being soughed after at enterprise level, those having stronger authentication mechanisms and improved digital literacy are critical to mitigating these emerging threats.
  • Investing in Email security service that offers automated protection will assist in blocking major phishing attempts

    As per KPMG report, Deepfakes may be growing in sophistication and appear to be a daunting threat. However, by integrating deepfakes into the company’s cybersecurity and risk management, CISOs  in assosiations with CEO, and Chief Risk Officers (CRO) – can help their companies stay one step ahead of malicious actors.

    This calls for a broad understanding across the organization of the risks of deepfakes, and the need for an appropriate budget to combat this threat.

    If Deepfakes can be utilized to infiltrate an organization, the same technology can also protect it. Collaborating with deepfake cybersecurity specialists helps spread knowledge and continually test and improve controls and defenses, to avoid fraud, data loss and reputational damage.

    BISO Analytics:

    We at Intruceptlabs have a mission and that is to protect your organization from any cyber threat keeping confidentiality and integrity intact.

    We have BISO Analytics as a service to ensure business continues while you remain secured in the world of cybersecurity. BISO’s translates concepts and connects the dots between cybersecurity and business operations and functions are in synch with cyber teams.

    Sources: https://kpmg.com/xx/en/our-insights/risk-and-regulation/deepfake-threats.html

    AI-Driven Phishing And Deep Fakes: The Future Of Digital Fraud

Intruder Alert! Security Breach Leading to Data Breach

Recently 2.9 billion records of data stolen in cyber breach from National Public Data that includes Social Security numbers. Cyber experts assume that sensitive information including Social Security numbers for millions of people could be in the hands of a hacking group.

Reports suggest that after the breach occurred the data may have been released on an online marketplace or dark web.

What does this mean and how does organizations fight to save their clients and brand value?

It is a big question and something that can give restlessness to CISO’s and security teams. The results of breach remains for months and the impact too. This can result in financial losses and if hackers can have unauthorized access to online accounts or financial documents, the result is far reaching.

What it can do is first damage the brand value and result in expenses incurred from investigations.

This include legal fees for lawyers and if suit is bought by any customer or client and goes up to customer notification including compensation, fines.

Loosing brand value due to breach affects regaining the confidence of customers or partners and clients. This is long term as chance of possible loss of business opportunities and lasting reputational damage exist.

Gaining unauthorized access to a device or system leads to security breach and that leads to data breach or other malicious activity and as we know the devastating consequences for organizations at large. Now this can be defined as being over powering and surpassing all security measures that protect data or network systems of the organization including physical hardware assets.

Mostly we are accustomed with few names as

Malware: The attacker infects a system with malware that’s designed to steal sensitive data, hijack system resources.

Phishing: This technique involves a seemingly legitimate email or text or fake websites that come in surface as a scam

Physical asset: Sometimes  attackers gets involved in stealing or meddling with a piece of organizations assets if he can hold on the equipment, tool to get access in enterprise system and steal data.

Breach details of national Public Data:

The hacking group USDoD claimed it had allegedly stolen personal records of 2.9 billion people from National Public Data, according to a class-action lawsuit filed in U.S. District Court in Fort Lauderdale, Florida, reported by Bloomberg Law. The breach was believed to have happened in or around April, according to the lawsuit.

One major aspect of the breach is the data also included information about the individuals’ relatives. One of the unique aspects of the data was the longevity — the addresses spanned decades of residence, and some relatives have been deceased for as long as two decades.

In addition to neglecting to inform the victims, National Public Data has not released a public statement regarding the breach. The Los Angeles Times reported that the company responded to email inquiries with “We are aware of certain third-party claims about consumer data and are investigating these issues.” The lawsuit mentions the lack of notification as a top concern of the Plaintiff.

(Source: www.usatoday.com)

In recent years, plenty of high-profile examples of security breaches have captured public attention . One security breach that actually captured attention was the Nvidia breach in 2022.

Nvidia, a major chip manufacturer, experienced a cyberattack where up to 1TB of data was stolen, including employee credentials and proprietary information.

The impact was that Hackers demanded Nvidia remove limitations on its GPUs, and internal source code was leaked. The company had to take several security measures to mitigate further damage.

This incident proved that hackers and cybercriminals are in equal terms powerful in their methods and tactics as cyber security teams . Each hacker pushed the boundaries of what was thought possible in the cyber world and their actions have had far-reaching consequences.

They targeted financial institutions and government agencies to exposing vulnerabilities in national defense systems. These incidents have served as wake-up calls, highlighting the critical need for robust cybersecurity measures and a better understanding of digital ethics and law

Preventing security breach:

Enterprise and security teams at times may take more time to rectify or better to prevent a security breach than to resolve one after it occurs. Though not all security breaches are avoidable, applying a few tried-and-tested best practices is always on the cards.

Tips for Best practices for preventing data breaches

Data breach prevention requires a comprehensive, proactive approach and a enterprise level if ots followed its better for security measure to remain strong that are being implemented.

  • A secure coding principles in best practice strategy: Writing secure code involves following best practices such as avoiding hardcoded credentials, implementing input validation, and ensuring proper data encryption. This way organization can reduce vulnerabilities that attackers might exploit.
  • Conducting Regular security audits: Conducting penetration testing and threat modeling helps identify weaknesses in your security framework and routine security assessments to mitigate potential threats.
  • Implementing practices with DevSecOps: Embedding security into the SDLC ensures security considerations are addressed at every stage of development. By integrating application security testing and practices like shift left testing into software development workflows, organizations can identify and fix vulnerabilities early in the process.
  • Creating incident response plans: Having a clear incident response plan allows organizations to detect, contain, and mitigate security breaches more efficiently. Security teams get enough time and  can respond quickly to security incidents, minimizing damage and reducing downtime.
  • Security training for Teams : Educating development teams on cybersecurity best practices helps them recognize threats and implement secure coding practices. Security teams should stay updated on emerging threats and modern security measures.

Protect yourself with GaarudNode from Intruceptlabs

GaarudNode is an all-in-one  solution designed to empower development teams with the tools they need to secure their applications throughout the development lifecycle. By combining the power of SAST, DAST, SCA, API security, and CSPM, GaarudNode provides a comprehensive security framework that ensures your applications are built, tested, and deployed with confidence.

  • Our Platform:
    • Identifies security flaws early in the development process by scanning source code, helping developers detect issues like insecure coding practices or logic errors.
    • Tests running applications in real-time to identify vulnerabilities such as SQL injection, Cross-Site Scripting (XSS), and other runtime threats.
    • Detects vulnerabilities in third-party libraries and open-source components, ensuring that your dependencies don’t introduce risks.
    • Continuously tests and monitors your APIs for vulnerabilities such as authentication flaws, data exposure, and insecure endpoints.

Do connect or DM for queries

(Sources:https://www.ibm.com/think/news/national-public-data-breach-publishes-private-data-billions-us-citizens)

CISA’s Support for MITRE CVE, CWE programs Extended. 

Contract extension by CISA for MITRE CVE, CWE program prevents shutdown providing sign of relief for Cybersecurity community.

The CVE Program is the primary way software vulnerabilities are tracked maintained by MITRE. Recently the contract between MITRE, a non-profit research and development group including  the U.S. Department of Homeland Security (DHS) to operate the CVE program, was about to expire on April 16, 2025, with no renewal in place.

This created panic in cyber security world as the CVE Program was about  to expire. The United States Cyber security and Infrastructure Security Agency (CISA), stepped in during the last minute and renewed its funding for the software-vulnerability-tracking project known as the Common Vulnerabilities and Exposures Program(CVE).

CISA ensured that the Common Vulnerabilities and Exposures (CVE) and Common Weakness Enumeration (CWE) programs did not lapse.

Renewal of Contract with MITRE & Last Minute Rescue by CISA

‘The contract with MITRE is being extended for 11 months said a CISA’ spokesman..The importance of CVE Program is a focal point for cybersecurity program that is provides critical data and services for digital defense and research.

During the last minute when the contract was about to expire on tuesday night, the United States Cybersecurity and Infrastructure Security Agency (CISA) renewed its funding for the longtime software-vulnerability-tracking project known as the Common Vulnerabilities and Exposures Program.

MITRE’s vice president and director of the Center for Securing the Homeland, Yosry Barsoum, said in a statement on Wednesday that “CISA identified incremental funding to keep the Programs operational.” With the clock ticking down before this decision came out, some members of the CVE Program’s board announced a plan to transition the project into new non profit entity called the CVE Foundation.

The CVE program is of prime importance for the entire cyber security community and CISA, the very reason for extending support so that there is no lapse in critical CVE services.

The extension will bring in a sense of security for cyber sec professionals, vendors, and government agencies worldwide can continue to rely on the CVE program for coordinated vulnerability tracking and response.

Since its inception, the CVE Program has operated as a US government-funded initiative, with oversight and management provided under contract. 

Over the years there has been doubt among members of the CVE Board about the sustainability and neutrality of a globally relied-upon resource being tied to a single government sponsor. The foundation has also written about its concern.

The cyber security community that includes researchers and cyber professionals were relieved on Wednesday, as the news flashed about the CVE Program hadn’t suddenly ceased to exist as the result of unprecedented instability in US federal funding.

Not only the US but every organization and every security tool is dependent on the CVE program and despite CISA’s last-minute funding, the future of the CVE Program is still unclear.

What makes the CVE program vital for cyber-security community?

Considering the importance of the CVE program, it should be fully funded to conduct job meant for its mission and well resourced.

On its 25th anniversary, the CVE Program continues playing vital role in global cybersecurity by identifying, defining, and cataloging publicly disclosed vulnerabilities. There is one CVE Record for each vulnerability in the catalog.

The vulnerabilities are discovered, then assigned and published by organizations globally that have partnered with the CVE Program

Lets wait for the 11 months contract funding that has been extended by CISA. Still the question remains about sustainability and neutrality of having a prominent globally recognized resource like CVE tied to a single government sponsor.

Sources: CISA Provides Last-Minute Support to Keep CVE Program Running

https://www.wired.com/story/cve-program-cisa-funding-chaos

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