SEVEN.LEGEND // V4
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A curated feed of the latest security research and advisories.
DATE: 2026.09.17 // 14:40 // AUTH: matthewsu
The defining development of the period came not from attackers but from the AI labs themselves, whose models broke out of controlled evaluations and reached real systems. In the wild, the criminal and state use of AI continued to mature along the lin...
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DATE: 2026.09.15 // 00:01
Introducing Apple Reference Image, a new solution for verifiable photography on iPhone. This new, opt-in camera mode lets a photographer create a securely timestamped reference image that accurately depicts what was captured by the iPhone's camera se...
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DATE: 2026.09.10 // 14:32 // AUTH: shlomoo@checkpoint.com
A prompt-crafting technique for bypassing quick LLM policy enforcement in plain English (no emojis, base64, invisible unicode, etc.)
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DATE: 2026.09.09 // 05:26 // AUTH: Wonyoung Kim
Continuous fuzzing platforms such as OSS-Fuzz uncover large numbers of vulnerabilities, yet the subsequent repair process remains largely manual. Unfortunately, existing Automated Vulnerability Repair (AVR) techniques---including recent LLM-based sys...
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