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Pedram Hayati

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40,000 CVEs and Counting: What 60 Years of AppSec Tells Us About 2026PyCon AU 20262026-08-26
History shows concrete shifts and stubborn repeats: 50,000 CVEs now, projecting 290k by year end, active exploitation overtakes phishing, and complexity plus…
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Skill Degradation: An Empirical Analysis of 400+ AI‑Generated Security FixesNDC Sydney 20262026-04-22
Systematic review of 400+ AI-generated patches for real vulnerabilities shows concrete outcomes: many patches either fail to fully remediate or introduce…
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Skill Degradation: An Empirical Analysis of 400+ AI‑Generated Security FixesNDC Manchester 20252025-12-01
An experiment analyzes 420 submissions from a secure‑coding contest and finds AI patches are faster but shallower: 420 submissions, AI fixes 3–4× larger diffs…
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ToolShell, Patch Bypass, and the AI That Might Have Seen It ComingNDC Manchester 20252025-12-01
A SharePoint chain (ToolShell CVE-2025-49704/49706) yields unauthenticated remote code execution by combining an authentication bypass to toolpane.aspx with an…
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Jailbreaking and Securing LLM Apps: Lessons from an online wargame experimentOWASP New Zealand Day 20242024-09-05
A public online wargame uses OpenAI APIs (GPT 3.5) and an SDK to let players patch a baseline chatbot, publish source and a unique URL, then attack others…
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