Most 'successful' RE agents are just memorizing, and this paper's 8-stage rubric on 88 CTFs shows where they stall.
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01 02 CVE-2026-65346: An Integer Overflow in Apple's ImageIO, Reproduced with LibAFL + TinyInst mobilehackinglab.comWrite-up reproducing an Apple ImageIO integer overflow with LibAFL + TinyInst, because CVEs need a fuzzing harness and a bad day.03 Quarkslab tests Claude Code on hardened AArch64 binaries, and it mostly sidesteps obfuscation with emulation and instrumentation.