INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 7/9/2026, 4:00:00 AM · TLP amber
Summary
Ingested excerpt (first ~500 chars of normalized text).
Thinking More, Harnessing Better: State Machine Guided Harness Automatic Generation with Project Digestion and Workflow Decomposition arXiv:2607.07007v1 Announce Type: new Abstract: High-quality fuzz harnesses are essential for effective gray-box fuzzing. While Large Language Models (LLMs) offer promise for automating this task, existing one-turn generation methods suffer from hallucinations and inadequate coverage due to coarse-grained function targeting and misaligned gene…
https://arxiv.org/abs/2607.07007
sha256:3325ea6366a3f3926ca08980cd851990fdc60bbe1fec63d330036e906bde1076
What we pulled out
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Indicators
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Malware families
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Threat actors mentioned
Allowlist mentions — not a formal attribution verdict.
ATT&CK techniques
MITRE IDs referenced in text and present in local technique table.
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