Browsing: Detection

In this tutorial, we work through an end-to-end workflow for Qualcomm AI Hub Models. We start by setting up the required package, discovering the available model…

banner(“§12 CLAUDE.md”) sh(“repowise generate-claude-md”) md = TARGET / “CLAUDE.md” if md.exists(): print(md.read_text()[:4000]) banner(“§13 MCP tools via CLI”) base = [ (“get_dead_code”, “repowise dead-code –safe-only”), (“search_codebase”, ‘repowise…

In this tutorial, we build a realistic Zero-Trust network simulation by modeling a micro-segmented environment as a directed graph and forcing every request to earn access…

OpenAI on just launched Daybreak, a cybersecurity initiative that combines the company’s frontier AI models with Codex Security, its coding-focused agentic system, and a broad network…

filename_counter: Counter = Counter() all_json_keys: Counter = Counter() samples_for_show: List = [] for i, row in enumerate(tqdm(ds_test, desc=”inspecting structure”, total=200)): if i >= 200: break p…

Flashpoint warns cybercriminals use emojis to evade detectionEmojis replace fraud and financial keywords to bypass filtersSymbols like 💳, 🔑, 🤖 signal cards, credentials, and malwareJust as…

SHAP KernelExplainer takes ~30 ms per prediction (even with a small background) A neuro-symbolic model generates explanations inside the forward pass in 0.9 ms That’s a…

, every metric looked perfect.RWSS = 1.000. Output probabilities unchanged. No labels moved.Everything said “all clear.” Then the alert fired anyway. Window 3: severity=warning RWSS=1.000 fired=True…

A new drama has taken the book publishing world by storm: The upcoming U.S. release of the horror book Shy Girl was canceled by publisher Hachette…

Abstract datasets are extremely imbalanced, with positive rates below 0.2%. Standard neural networks trained with weighted binary cross-entropy often achieve high ROC-AUC but struggle to identify…