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Framing Subtle Automated Misinformation in AI and Cybersecurity: The Rise of False Bug Reports

Jul 28, 2025
Dive into the hidden dangers of automated misinformation, particularly false bug reports that threaten cybersecurity. Discover how misleading reports can lead to serious vulnerabilities for organizations. Explore the challenges AI-generated submissions bring to bug bounty programs, and learn about the potential for combining human oversight with AI to tackle these issues. This discussion uncovers the evolving landscape of security threats and the innovative approaches needed to stay safe.
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INSIGHT

AI False Bug Reports Overwhelm Programs

  • AI-generated false positive bug reports create significant noise and exhaustion for bug bounty programs.
  • These fake reports appear technically plausible but often turn out to be hallucinations with no real vulnerabilities.
ANECDOTE

Open Source Developer Shuts Program

  • A GitHub open source developer shut down his bug bounty program due to receiving almost exclusively AI-generated fake bug reports.
  • This shows smaller projects are more vulnerable to AI slop than larger companies.
INSIGHT

Smaller vs. Larger Projects Affected

  • Smaller projects suffer more from AI-generated false bug reports due to limited resources.
  • Larger companies can manage the issue better, so the impact varies by project size.
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