Debate: Is AI-Era Software Security Defender's or Attacker's Game?

voooooogel argues AI-era software defense has the edge—software can be frozen and fuzzed with agents while attackers rely on older open models—but critic Atin counters that defenders must guard the whole wall while attackers need only one loose brick, and newer attack models keep improving.

2026-10-26 ~ 2026-10-26 · 3 related posts

• Pushback on defense-dominance: attackers need one loose brick, defenders guard the whole wall — ___Atin___ · 2026-10-26
• voooooogel: software is defense-dominant in the AI era — attackers get leftover OSS models — voooooogel · 2026-10-26
• voooooogel: pair agent fuzzing with memory-safe, formally verified components now — voooooogel · 2026-10-26