AWS and Cloudanix team co-authored this blog: Real-Time Threat and Anomaly Detection for Workloads on AWS

Taming the Vulnerability Monster: A Context-Driven Approach to Supply Chain Security

Yotam Perkel explains context-driven vulnerability prioritization, SBOMs, SLSA framework, and how to build an effective supply chain security program.

In an era where cyberattacks affect over 60% of companies, the entry point for hackers is often a known vulnerability. However, the traditional advice of “patch everything” is no longer practical or even smart in today’s complex digital landscape.

We spoke with Yotam Perkel, Lead of the Vulnerability Research Team at Resilien and a committee member for open-source security working groups, about the shifting paradigms of vulnerability management (VM) and the intricacies of securing the modern software supply chain.

You can read the complete transcript of the epiosde here >

Where do organizations make mistakes in vulnerability management?

The traditional approach to vulnerability management is often unrewarding and ineffective. Many organizations struggle with a “long tail” of maturity, lacking the people, processes, or technology to cope with the sheer volume of vulnerabilities discovered daily.

A significant challenge is the rise of third-party software. While using open-source libraries and commercial components allows teams to deploy faster and focus on core business logic, it introduces a constant stream of known vulnerabilities. The old paradigm of “patching everything” is no longer practical or smart; organizations must move away from manual triaging, which requires validating scanner outputs against specific environments—a process that scales poorly as systems grow in complexity.

How can context transform vulnerability prioritization?

With 57% of vulnerabilities listed in the National Vulnerability Database (NVD) carrying a “High” or “Critical” CVSS score, organizations often find themselves with backlogs far larger than they can handle. Most organizations can only address roughly 10% of their backlog in a given month.

The solution is context, which Yotam divides into two categories:

  1. Internal Context: This involves understanding asset criticality, business importance, and specific environmental configurations—such as whether a vulnerable component is even reachable or loaded.
  2. External Context: This focuses on exploitability. Is the vulnerability actually being exploited in the wild, or what is the probability of it being exploited soon?

Prioritization becomes more intelligent when these are combined. Since less than 5% of vulnerabilities are ever exploited, focusing on high/critical scores alone is an inefficient use of resources.

Is supply chain risk the same as a vulnerability problem?

While related, supply chain security and vulnerability management are distinct problems. A major gap exists in how repositories currently handle malicious packages. When a malicious package is discovered, it is typically removed to prevent downloads; however, this often erases the context of the attack.

Yotam argues that we should focus on identifying the attackers and their patterns rather than just the packages. To address this, initiatives like the Open Source Vulnerability (OSV) schema have added support for context, documenting the method of injection (e.g., pipeline compromise vs. rogue developer) and what the code actually does, such as data exfiltration or crypto mining.

What frameworks help secure the software supply chain?

No single tool or vendor can solve supply chain risk; it requires industry-wide collaboration. Several initiatives offer a roadmap for maturity:

  • SLSA (Supply-chain Levels for Software Artifacts): A framework that defines different levels of security practices for software builds.
  • OpenSSF Scorecard: This tool runs automated checks on repositories to assess security health—such as whether code reviews are required before merging—giving projects a total score to help consumers choose more mature libraries.
  • OSCAR (Open Software Supply Chain Attack Reference): Similar to the MITRE ATT&CK framework, this maps out the various avenues and stages of supply chain risks.

Recent research shows that many popular AI and Large Language Model (LLM) projects on GitHub have surprisingly low scorecard scores, highlighting the importance of using these frameworks as part of the adoption decision process.

Why is the SBOM a critical building block for transparency?

The Software Bill of Materials (SBOM) serves as a machine-readable building block for transparency. It allows consumers to demand visibility from their vendors regarding what is actually inside the software they use.

An SBOM becomes a “vehicle for context” when layered with other data:

  • VEX (Vulnerability Exploitability eXchange): This can be tied to an SBOM to indicate whether a specific vulnerability is actually exploitable or reachable within a given product or environment.
  • Verification: Organizations don’t have to trust a vendor’s SBOM at face value. Tools can generate an SBOM based on runtime or build processes to verify the vendor’s claims.

How do CVSS, EPSS, and SSVC differ in effectiveness?

Understanding different scoring systems is vital for effective program design:

  • CVSS (Common Vulnerability Scoring System): The de facto standard for assessing severity. Version 4.0 aims to address the lack of granularity found in earlier versions. However, many organizations mistakenly use the “Base Score” alone for prioritization, ignoring the temporal and environmental factors that truly reflect risk.
  • EPSS (Exploit Prediction Scoring System): A strong signal for prioritization that predicts the likelihood of exploitation.
  • SSVC (Stakeholder-Specific Vulnerability Categorization): This is essentially a decision tree that helps organizations communicate internally and externally how they prioritize vulnerabilities based on their specific capacity and environment. It allows teams to build a funnel that ensures they focus on the top 10% of vulnerabilities that matter most for risk reduction.

What is the roadmap for a growing startup to build a VM program?

For security leaders just starting out, Yotam recommends a gradual, visibility-first approach:

  1. Start with Visibility (The Basics): Establish an asset inventory and generate SBOMs for your applications. Open-source tools like Syft or Dependency-Track can help gain this baseline visibility without commercial investment.
  2. Layer on External Context: Integrate freely available feeds like CISA KEV or EPSS to enrich your vulnerability data with exploitability information.
  3. Invest in Automation: Early investment in automation reduces the total manual workload required to address security challenges.
  4. Operationalize Decisions: Use a framework like SSVC to build a repeatable decision process that funnels the most important 10% of vulnerabilities to the top of your list.

People Also Read

What Our Users Are Saying

Customer Reviews

Cloudanix is trusted by security leaders worldwide to deliver proactive, reliable, and cutting-edge cloud security.

One day, I changed the password of a root account, and my CTO called me within less than a minute to confirm if I did so. I was not expecting a reaction this quick. He told me Cloudanix alerted him of this password change and that he wanted to confirm as it was a critical security notification. I couldn't believe it!

Ritesh Agarwal
Ritesh Agarwal
CEO, Airgap Networks

Compliance is one way of staying secure, but what I want is the ability to go deeper and attain 'true security.' Cloudanix provides us the capability to do so.

Vishal Madan
Vishal Madan
Head of Engineering, iMocha

Cloudanix is building for the future of the cloud, which makes the product all the more desirable.

Ritesh Agarwal
Ritesh Agarwal
CEO, Airgap Networks

Cloudanix gave us the visibility we were missing. Being able to move from permanent access to a robust Just-In-Time (JIT) workflow has fundamentally changed our security posture without slowing down our engineering velocity.

Pavan Kumar Lekkala
Pavan Kumar Lekkala
SRE Lead, HugoHub

We are excited to leverage Cloudanix's comprehensive multi-cloud DevSecOps solution to secure our production workloads on AWS. Cloudanix has demonstrated that it can solve many challenges that DevSecOps teams face while continually adding new features such as SOC2 compliance and drift detection.

Satish Mohan
Satish Mohan
Co-founder & CTO, Airgap Networks

Managing third-party partner access was once a major concern for our security posture. With Cloudanix JIT Cloud, we've effectively achieved zero third-party risk. We can now grant access confidently, knowing that it is temporary, audited, and automatically revoked, resulting in a 100% reduction in our privileged access exposure.

Okesh Badhiye
Okesh Badhiye
Head of Technical Engineering, Finfinity

The snooze feature and responsible alerts have helped us save time and prioritize what to tackle first.

Satish Mohan
Satish Mohan
Co-founder & CTO, Airgap Networks

Implementing Cloudanix JIT internally allowed us to practice what we preach. By eliminating permanent access to our own clouds and databases, we've neutralized the risk of standing privileges, ensuring our own 'keys to the kingdom' are never left exposed.

Girish Manghnani
Girish Manghnani
Managing Partner, Tech Inspira

The problem with permissions is a lot of times, the gaps are left open due to oversights from inside the organization itself. With Cloudanix's CIEM, we get a complete view of user permissions and access. This enables us to update the permissions, reducing the attack surface.

Nilesh Pethani
Nilesh Pethani
Application Architect, iMocha

In the world of Fintech, trust is our currency. Cloudanix provided the frictionless visibility we needed to secure our EKS workloads across AWS, ensuring we stay audit-ready for SOC2 and GDPR without slowing down our engineering velocity.

Amol Naik
Amol Naik
Head of Security & Infrastructure, HugoHub

Cloudanix delivered value within 5 minutes of onboarding. Continuous monitoring, timely detection, and excellent documentation helped us attain a great cloud security posture.

Divyanshu Shukla
Senior DevSecOps, Meesho

Technology strategies and business strategies are in a state of constant change which includes centralization and decentralization of responsibilities. Regardless of strategic shift, we still have intellectual property to protect. Cloudanix are critical partners for us in our public cloud security posture across our three cloud providers.

Jerry Locke
Jerry Locke
Senior Director Global Solutions Engineering, Eversana

Cloudanix has been amazing. They opened up a common Slack channel with us — and it feels like we are talking to our own team and getting things done with Cloud security. The support team is always available, friendly, helpful, and ready to go out of their way.

Satish Mohan
Satish Mohan
CTO, Airgap Networks

Beyond just access management, Cloudanix CSPM has given us a unified view of our AWS environment. The real-time alerting and anomaly detection allow us to prevent any untoward activity before it happens, which is critical for a marketplace connecting 50+ financial institutions.

Okesh Badhiye
Okesh Badhiye
Head of Technical Engineering, Finfinity

For a Fintech company, data is our most valuable — and most sensitive — asset. Cloudanix DAM hasn't just improved our visibility; it has given us control. The ability to mask data and prevent unauthorized queries in real-time is a game-changer for our compliance and customer trust.

Jiten Gala
Jiten Gala
President Engineering and Product, Kapittx

Our clients, especially in the Middle East financial sector, demand absolute accountability. Cloudanix JIT Cloud has been a competitive differentiator for us, allowing us to provide secure, governed access to customer accounts that meet their strictest audit and compliance requirements.

Girish Manghnani
Girish Manghnani
Managing Partner, Tech Inspira

Cloudanix is always on my team's lips because of its exceptional support. Be it a small or big query, Cloudanix has gone above and beyond to resolve them. This one's a keeper for us.

Sujit Karpe
Sujit Karpe
CTO, iMocha

For a long-lasting partnership, great support goes a long way. Cloudanix has delivered exceptional support whenever required. Their edge is their team is always ready to go beyond to solve any issues that we have. This speaks volumes about the culture at Cloudanix.

Akash Maheshwari
Akash Maheshwari
Co-founder, MoveInSync

Beyond the technology, Cloudanix feels like an extension of our own team. Their willingness to stand up a dedicated Middle East tenant for us and provide exceptional support at a sensible price makes them a long-term partner for Hugosave.

Surya Tamada
Surya Tamada
CTO, HugoHub

The real-time notifications that Cloudanix provides are a real lifesaver. Their adaptive notifications ensure that my team stays productive and doesn't get interrupted all the time.

Digvijay Singh
Staff Security Engineer, Meesho

The whole point in technological evolution is to help improve the world we live in. We must protect that and to do so requires an effective and efficient security strategy. The Cloudanix team helped make our public cloud security posture management strategy a reality. The symbiotic relationship we have allows for a continuous feedback loop which is how business should operate.

Larry Wheat
Larry Wheat
Staff Solutions Engineer, Eversana

Ready to see your graph?

Connect a cloud account in under 30 minutes. See every finding rooted in identity, asset, and blast radius — with a fix path attached.

Book a Demo