The Upsides and Downsides of LLM-Generated Code - Chris Wysopal - ASW #364

This week in the security news: Supply chain attacks and XSS PS5 leaked keys Claude tips for security pros No Flipper Zeros allowed, or Raspberry PIs for that matter Kimwolf and your local network Linux is good now Removing unremovable apps without root Detecting lag catches infiltrators Defending your KVM Fixing some of the oldest code Deleting websites live on stage in costume It was a honeypot FCC is letting telecoms off easy Don't buy a Haribo power bank Ransomeware scum Fortinet vulns CISA warns about NVRs Patching MongoDB Visit https://www.securityweekly.com/psw for all the latest episodes! Show Notes: https://securityweekly.com/psw-908

Cyber threats and cyber criminals indiscriminately target the old as well as young regardless of race, creed or origin. Teens and young adults must realize that on the Internet nobody knows you’re a rat. How do we keep kids and young adults safe in an era of AI-driven attacks? Tom Arnold, Adjunct Professor, Digital Evidence & Forensics, Cybersecurity Graduate Program at the University of Nevada Las Vegas, joins Business Security Weekly to discuss his new book: The Digital Detective: First Intervention. We examine how technologies like deepfakes, voice cloning, and hyper-personalized scams are being used to target younger audiences, and what parents, educators, communities, and CISOs can do to build awareness, resilience, and smart digital habits. Learn how today’s highly organized operations, powered by automation and advanced AI, power the bad actors’ tools, techniques, and procedures—making them more effective than ever. Understanding the past helps us prepare for the future—and protect the next generation online, including our employees. Segment Resources: https://www.idigitaldetective.com/blog https://www.idigitaldetective.com/ https://www.unlv.edu/degree/ms-cybersecurity In the leadership and communications segment, Executives say cybersecurity has outgrown the IT department, The Most Dangerous Leadership Mistake Isn’t a Wrong Answer. It’s a Wrong Question, Building cyber talent through competition, residency, and real-world immersion, and more! Visit https://www.securityweekly.com/bsw for all the latest episodes! Show Notes: https://securityweekly.com/bsw-429

Pornhub Redux, Enki, Grok, BSODs, NORDVPN, Kimwolf, Privacy in Rhode Island, Aaran Leyland, and More, on the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-544

Developers are adding LLMs to their code creation toolboxes, using them to assist with writing and reviewing code. Chris Wysopal talks about the security downsides of relying on LLMs and how appsec needs to adapt to dealing with more code at a faster pace. Resources https://www.veracode.com/blog/genai-code-security-report/ https://www.veracode.com/blog/ai-code-security-october-update/ https://www.veracode.com/resources/analyst-reports/2025-genai-code-security-report/ Visit https://www.securityweekly.com/asw for all the latest episodes! Show Notes: https://securityweekly.com/asw-364

For our first episode of the new year, we thought it would be appropriate to dig into some cybersecurity predictions. First, we cover the very nature of predictions and why they're often so bad. To understand this, we get into logical fallacies and cognitive biases. In the next segment, we cover some 2025 predictions we found on the Internet. In the final segment, we discuss 2026, drop some of our own predictions, and talk about what we hope to see this year. SPOILER: Please fix session hijacking, okay tech industry? Segment resources: A great site for better understanding logical fallacies and cognitive biases Visit https://www.securityweekly.com/esw for all the latest episodes! Show Notes: https://securityweekly.com/esw-440

Cloud breaches don’t always start in the cloud, but they do end there. To defeat an attacker you need to understand their mission target along with the access points available to them, regardless of whether they reside within or beyond the cloud. SentinelOne is purpose-built to stop attacks wherever they originate - from within and beyond the cloud. This year’s OneCon aims to showcase exactly how Singularity Cloud Security can be applied to each stage of a cloud attack - from buildtime to runtime. You’ll hear about the latest innovations for the Singularity Cloud Security product during our General Session. Immediately following, our packed Cloud Security Breakout session agenda will showcase how to put these capabilities into practice. You’ll also hear more about our partnership with AWS and how we are advancing cloud security with Purple AI Support for AWS CloudTrail and Singularity Hyperautomation for AWS Security Incident Response. Live from SentinelOneCon 2025, join us for an in-depth conversation on today’s rapidly shifting threat landscape. We'll explore what SentinelOne is seeing across global attack surfaces, how geopolitical tensions are shaping cyber activity, and the latest trends in threat actor behavior. Don’t miss this opportunity to gain expert insight into the forces driving today’s most critical cybersecurity challenges. This interview is sponsored by SentinelOne. Visit https://securityweekly.com/onecon to learn more about them! Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-543

Our field is booming! Cybersecurity jobs are projected to grow 33 percent through 2033, far outpacing the average 4 percent growth across all jobs. (And yes, those stats could be made up, but they sound nice, eh?) Yet newcomers often feel paralyzed by where to start. The truth? There's no single "right path," but there are proven strategies that work. The field needs people at all levels, and you don't need a four-year degree to break in. We'll discuss all the details, including a list of projects for beginners in Cybersecurity, plus plenty of non-technical suggestions! Visit https://www.securityweekly.com/psw for all the latest episodes! Show Notes: https://securityweekly.com/psw-907

CISO pressures are on the rise - board expectations, executive alignment, AI, and personal liability - and that's all on top of your normal security pressures. With all these pressures, CISO burnout is on the rise. How do we detect it and help prevent it? Easier said than done. In this Say Easy, Do Hard segment, we tackle the health and wellness of the CISO. In part 1, we discuss the increased pressures CISOs face. We all know them, but how are they impacting our daily lives, both at work and at home. In part 2, we discuss detection and prevention techniques to help avoid burnout, including: Detecting the signs of stress Acknowledging there is a problem Asking for help Techniques to deal with stress Industry and community support This is a serious problem in our industry and one we want to continue to focus on as we head into another stressful 2026. Visit https://www.securityweekly.com/bsw for all the latest episodes! Show Notes: https://securityweekly.com/bsw-428

SentinelOne announced a series of new innovative designations and integrations with Amazon Web Services (AWS), designed to bring the full benefits of AI security to AWS customers today. From securing GenAI usage in the workplace, to protecting AI infrastructure to leveraging agentic AI and automation to speed investigations and incident response, SentinelOne is empowering organizations to confidently build, operate, and secure the future of AI on AWS. SentinelOne shares its vision for the future of AI-driven cybersecurity, defining two interlinked domains: Security for AI—protecting models, agents, and data pipelines—and AI for Security—using intelligent automation to strengthen enterprise defense. With its Human + AI approach, SentinelOne integrates generative and agentic AI into every layer of its platform. The team also unveils the next evolution of Purple AI, an agentic analyst delivering auto-investigations, hyperautomation, and instant rule creation—advancing toward truly autonomous security. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-542

In an era dominated by AI-powered security tools and cloud-native architectures, are traditional Web Application Firewalls still relevant? Join us as we speak with Felipe Zipitria, co-leader of the OWASP Core Rule Set (CRS) project. Felipe has been at the forefront of open-source security, leading the development of one of the world's most widely deployed WAF rule sets, trusted by organizations globally to protect their web applications. Felipe explains why WAFs remain a critical layer in modern defense-in-depth strategies. We'll explore what makes OWASP CRS the go-to choice for security teams, dive into the project's current innovations, and discuss how traditional rule-based security is evolving to work alongside — not against — AI. Segment Resources: github.com/coreruleset/coreruleset coreruleset.org The future of CycloneDX is defined by modularity, API-first design, and deeper contextual insight, enabling transparency that is not just comprehensive, but actionable. At its heart is the Transparency Exchange API, which delivers a normalized, format-agnostic model for sharing SBOMs, attestations, risks, and more across the software supply chain. As genAI transforms every sector of modern business, the security community faces a question: how do we protect systems we can't fully see or understand? In this fireside chat, Aruneesh Salhotra, Project Lead for OWASP AIBOM and Co-Lead of OWASP AI Exchange, discusses two groundbreaking initiatives that are reshaping how organizations approach AI security and supply chain transparency. OWASP AI Exchange has emerged as the go-to single resource for AI security and privacy, providing over 200 pages of practical advice on protecting AI and data-centric systems from threats. Through its official liaison partnership with CEN/CENELEC, the project has contributed 70 pages to ISO/IEC 27090 and 40 pages to the EU AI Act security standard OWASP, achieving OWASP Flagship project status in March 2025. Meanwhile, the OWASP AIBOM Project is establishing a comprehensive framework to provide transparency into how AI models are built, trained, and deployed, extending OWASP's mission of making security visible to the rapidly evolving AI ecosystem. This conversation explores how these complementary initiatives are addressing real-world challenges—from prompt injection and data poisoning to model provenance and supply chain risks—while actively shaping international standards and regulatory frameworks. We'll discuss concrete achievements, lessons learned from global collaboration, and the ambitious roadmap ahead as these projects continue to mature and expand their impact across the AI security landscape. Segment Resources: https://owasp.org/www-project-aibom/ https://www.linkedin.com/posts/aruneeshsalhotra_owasp-ai-aisecurity-activity-7364649799800766465-DJGM/ https://www.youtube.com/@OWASPAIBOM https://www.youtube.com/@RobvanderVeer-ex3gj https://owaspai.org/ Agentic AI introduces unique and complex security challenges that render traditional risk management frameworks insufficient. In this keynote, Ken Huang, CEO of Distributedapps.ai and a key contributor to AI security standards, outlines a new approach to manage these emerging threats. The session will present a practical strategy that integrates the NIST AI Risk Management Framework with specialized tools to address the full lifecycle of Agentic AI. Segment Resources: aivss.owasp.org https://kenhuangus.substack.com/p/owasp-aivss-the-new-framework-for https://cloudsecurityalliance.org/blog/2025/02/06/agentic-ai-threat-modeling-framework-maestro This interview is sponsored by the OWASP GenAI Security Project. Visit https://securityweekly.com/owaspappsec to watch all of CyberRisk TV's interviews from the OWASP 2025 Global AppSec Conference! Visit https://www.securityweekly.com/asw for all the latest episodes! Show Notes: https://securityweekly.com/asw-363