Limitations and Liabilities of LLM Coding - Seemant Sehgal, Ted Shorter - ASW #347
Application Security Weekly (Audio)
Release Date: 09/09/2025
Application Security Weekly (Audio)
Secure code should be grounded more in concepts like secure by default and secure by design than by "spot the vuln" thinking. Matias Madou shares his experience in secure coding training and the importance of teaching critical thinking. He also discusses why critical thinking is so closely related to threat modeling and how LLMs can be a tool for helping developers get beyond the superficial advice of, "Think like an attacker." Visit for all the latest episodes! Show Notes:
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Just how bad can things get if someone clicks on a link? Rob Allen joins us again to talk about ransomware, why putting too much attention on clicking links misses the larger picture of effective defenses, and what orgs can do to prepare for an influx of holiday-infused ransomware targeting. Segment resources This segment is sponsored by ThreatLocker. Visit to learn more about them! Visit for all the latest episodes! Show Notes:
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Pull requests are a core part of collaboration, whether in open or closed source. GitHub has documented some of the security consequences of misconfiguring how PRs can trigger actions. But what happens when repo owners don't read the docs? Bar Kaduri and Roi Nisimi walk through their experience in reading docs, finding vulns, demonstrating exploits, and working with repo owners to improve their security. Their work highlights the challenges in maintaining good security guidance, figuring out secure defaults, and how so many orgs still struggle with triaging external security reports --...
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The post quantum encryption migration is going to be a challenge, but how much of a challenge? There are several reasons why it is different from every other protocol and cypher iteration in the past. Is today's hardware up to the task? Is it just swapping out a library, or is there more to it? What is the extent of software, systems, and architecture that have to be updated or replaced to complete the migration? Can we get it all done by 2030? Sandy Carielli and Martha Bennett join us to answer these questions and dive into one area of tech that hasn't been discussed much when it comes to...
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Ransomware attacks typically don't care about memory safety and dependency scanning, they often target old, unpatched vulns and too often they succeed. Rob Allen shares some of the biggest cases he's seen, what they have in common, and what appsec teams could do better to help them. Too much software still requires custom configuration to make it more secure. And too few software makers are embracing secure by default, let alone secure by design. In the news, passively monitoring geosynchronous satellite communications on the cheap, successful LLM poisoning of any size model with a single size...
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Interest and participation in the OWASP GenAI Security Project has exploded over the last two years. Steve Wilson explains why it was important for the project to grow beyond just a Top Ten list and address more audiences than just developers. He also talks about how the growth of AI Agents influences the areas that appsec teams need to focus on. Whether apps are created by genAI or directly use genAI, the future of securing software is going to be busy. Resources LLM security book on Amazon at This segment is sponsored by The OWASP GenAI Security Project. Visit to learn more! Visit for...
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Software has forever had flaws and humans have forever been finding and fixing them. With LLMs generating code, appsec has also been trying to determine how well LLMs can find flaws. Nico Waisman talks about XBOW's LLM-based pentesting, how it climbed a bug bounty leaderboard, how it uses feedback loops for better pentests, and how they handle (and even welcome!) hallucinations. In the news, using LLMs to find flaws, directory traversal in an MCP, another resource for learning cloud and AI security, spreadsheets and appsec, and more! Visit for all the latest episodes! Show Notes:
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Dealing with vulns tends to be a discussion about prioritization. After all, there a tons of CVEs and dependencies with known vulns. It's important to figure out how to present developers with useful vuln info that doesn't overwhelm them. Francesco Cipollone shares how to redirect that discussion to focus on remediation and how to incorporate LLMs into this process without losing your focus or losing your budget. In the news, supply chain security in Ruby and Rust, protecting package repositories, refining CodeQL queries for security, refactoring and Rust, an OWASP survey, and more! Visit for...
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In the news, Microsoft encounters a new cascade of avoidable errors with Entra ID, Apple improves iOS with hardware-backed memory safety, DeepSeek demonstrates the difficulty in reviewing models, curl reduces risk by eliminating code, preserving the context of code reviews, and more! Visit for all the latest episodes! Show Notes:
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This week, we chat with Scott Clinton, board member and co-chain of the OWASP GenAI Security Project. This project has become a massive organization within OWASP with hundreds of volunteers and thousands of contributors. This team has been cranking out new tools, reports and guidance for practitioners month after month for over a year now. We start off discussing how Scott and other leaders have managed to keep up with the crazy rate of change in the AI world. We pivot to discussing some of the specific projects the team is working on, and finally discuss some of the biggest AI security...
info_outlineUp first, the ASW news of the week.
At Black Hat 2025, Doug White interviews Ted Shorter, CTO of Keyfactor, about the quantum revolution already knocking on cybersecurity’s door. They discuss the terrifying reality of quantum computing’s power to break RSA and ECC encryption—the very foundations of modern digital life. With 2030 set as the deadline for transitioning away from legacy crypto, organizations face a race against time. Ted breaks down what "full crypto visibility" really means, why it’s crucial to map your cryptographic assets now, and how legacy tech—from robotic sawmills to outdated hospital gear—poses serious risks. The interview explores NIST's new post-quantum algorithms, global readiness efforts, and how Keyfactor’s acquisitions of InfoSec Global and Cipher Insights help companies start the quantum transition today—not tomorrow. Don’t wait for the breach. Watch this and start your quantum strategy now. If digital trust is the goal, cryptography is the foundation.
Segment Resources: http://www.keyfactor.com/digital-trust-digest-quantum-readiness https://www.keyfactor.com/press-releases/keyfactor-acquires-infosec-global-and-cipherinsights/
For more information about Keyfactor’s latest Digital Trust Digest, please visit: https://securityweekly.com/keyfactorbh
Live from BlackHat 2025 in Las Vegas, cybersecurity host Jackie McGuire sits down with Seemant Sehgal, founder of BreachLock, to unpack one of the most pressing challenges facing SOC teams today: alert fatigue—and its even more dangerous cousin, vulnerability fatigue. In this must-watch conversation, Seemant reveals how his groundbreaking approach, Adversarial Exposure Validation (AEV), flips the script on traditional defense-heavy security strategies. Instead of drowning in 10,000+ “critical” alerts, AEV pinpoints what actually matters—using Generative AI to map realistic attack paths, visualize kill chains, and identify the exact vulnerabilities that put an organization’s crown jewels at risk. From his days leading cybersecurity at a major global bank to pioneering near real-time CVE validation, Seemant shares insights on scaling offensive security, improving executive buy-in, and balancing automation with human expertise. Whether you’re a CISO, SOC analyst, red teamer, or security enthusiast, this interview delivers actionable strategies to fight fatigue, prioritize risks, and protect high-value assets. Key topics covered: - The truth about alert fatigue & why it’s crippling SOC efficiency - How AI-driven offensive security changes the game - Visualizing kill chains to drive faster remediation - Why fixing “what matters” beats fixing “everything” - The future of AI trust, transparency, and control in cybersecurity Watch now to discover how BreachLock is redefining offensive security for the AI era.
Segment Resources: https://www.breachlock.com/products/adversarial-exposure-validation/
This segment is sponsored by Breachlock. Visit https://securityweekly.com/breachlockbh to learn more about them!
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Show Notes: https://securityweekly.com/asw-347