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AI-Led Remediation Crisis: HackerOne Halts Bug Bounties
HackerOne pauses bug bounties due to an AI-driven remediation crisis, highlighting how automated vulnerability discovery overwhelms open-source project capacity to fix
LLMs & Access Control: Mitigating Policy Drift and Authorization Risks
LLMs can silently degrade access control policies in Rego and Cedar, leading to authorization risks and least-privilege model erosion. Learn to detect and mitigate

Addressing the Cloud AI Agent Workload Identity Crisis
Examine the challenges of securing AI agent workloads in complex cloud environments, focusing on identity management, least privilege, and critical mitigation strategies.

Logic Flaws and Data Exfiltration in Autonomous AI Agent Architectures
Technical analysis of guardrail bypasses in LLM-integrated agents, highlighting the transition from conversational models to autonomous actors with privileged access.