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From Documentation to Zero-day Vulnerabilities: LLM-Driven Fuzzing of JavaScript Engines in PDF Readers
arXiv:2608.06641v2 Announce Type: replace Abstract: Existing fuzzers for PDF readers rely on simple test cases that involve only individual API calls, leading to limited coverage and potentially missing vulnerabilities that require sequences of API calls. To address these limitations, we…Read more
Published: 51 minutes ago | Source: cs.CR updates on arXiv.org
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LLM-Driven AutoML for Cross-Lingual Handwritten OCR: Closed-Loop Neural Architecture Search with GPT-5, GPT-4o, and Claude Sonnet 4
arXiv:2607.15509v3 Announce Type: replace Abstract: We present a fully automated closed-loop AutoML framework that uses GPT-5, GPT-4o, and Claude Sonnet 4 as autonomous neural architecture designers for cross-lingual handwritten optical character recognition. Each large language model independently generates, trains, evaluates,…Read more
Published: 51 minutes ago | Source: cs.CV updates on arXiv.org
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Semantic Class Distribution Learning for Debiasing Semi-Supervised Medical Image Segmentation
arXiv:2603.05202v2 Announce Type: replace Abstract: Medical image segmentation is critical for computer-aided diagnosis. However, dense pixel-level annotation is time-consuming and costly, and medical datasets often exhibit severe class imbalance. Such an imbalance causes minority structures to be overwhelmed by dominant…Read more
Published: 51 minutes ago | Source: cs.CV updates on arXiv.org
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Sound Enforcement of Dynamic Release Information Flow Policy-Full Version
arXiv:2608.09506v2 Announce Type: replace-cross Abstract: Information flow analysis is the de facto method of assessing confidentiality and integrity issues. However, the widespread adoption of information flow analysis in real-world systems is still lacking, partly due to a fundamental gap between…Read more
Published: 51 minutes ago | Source: cs.CR updates on arXiv.org
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REST3D: Reconstructing Physically Stable 3D Scenes from a Single Image
arXiv:2605.30338v2 Announce Type: replace Abstract: Reconstructing physically stable 3D scenes from a single RGB image enables casual images to be converted into simulation-ready digital assets for applications such as immersive interaction and content creation. However, existing single-image reconstruction methods fall…Read more
Published: 51 minutes ago | Source: cs.CV updates on arXiv.org
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Crypto Mastermind Deported to Face Massive $165 Million Fraud Trial
Federal law enforcement prosecutors in Georgia unsealed criminal charges against Edward Zimbardi following his high-profile deportation from Fiji. Authorities allege he ran a fraudulent investment scheme that misappropriated $165 million from thousands of investors worldwide. Alleged Scheme Execution Federal prosecutors…Read more
Published: 1 hour ago | Source: Bitcoin News
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You Found $500,000 Hidden in Your Own Walls. A Court Says It’s Not Yours
A $500,000 cache of cash stuffed into ammunition cans inside the walls of a Paradise Valley, Arizona home sparked a court fight between the new owners and the prior owner’s heirs. In Grande v. Jennings, the Arizona Court of Appeals…Read more
Published: 2 hours ago | Source: Bitcoin News
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New Jersey Player Turns $2 Spin Into Record $2.95M Online Jackpot
A $2 spin in Linden, New Jersey, produced a $2,949,857.40 progressive payout: the fourth seven-figure Mega Jackpot on Hard Rock Bet’s four-month-old network and the largest in the operator’s online casino history. Four Seven-Figure Wins Since April A player identified…Read more
Published: 3 hours ago | Source: Bitcoin News
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Metaplanet Puts 2,100 BTC Into Super League for US Expansion
Metaplanet will contribute 2,100 BTC and $2.5 million in cash to Nasdaq-listed Super League, creating a U.S. bitcoin treasury platform called Superplanet. The transaction will give the Japanese company control of the business while linking capital markets in Tokyo and…Read more
Published: 4 hours ago | Source: Bitcoin News
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CFTC Seats Kalshi, Polymarket, Draftkings on Its New Advisory Panel
The Commodity Futures Trading Commission’s Innovation Advisory Committee holds its first meeting Thursday, with prediction markets on the agenda. Seven of its 35 members run companies at the center of the event-contract fight the agency is waging against nine state…Read more
Published: 6 hours ago | Source: Bitcoin News
