Tootfinder

ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System
Taesoo Kim, HyungSeok Han, Soyeon Park, Dae R. Jeong, Dohyeok Kim, Dongkwan Kim, Eunsoo Kim, Jiho Kim, Joshua Wang, Kangsu Kim, Sangwoo Ji, Woosun Song, Hanqing Zhao, Andrew Chin, Gyejin Lee, Kevin Stevens, Mansour Alharthi, Yizhuo Zhai, Cen Zhang, Joonun Jang, Yeongjin Jang, Ammar Askar, Dongju Kim, Fabian Fleischer, Jeongin Cho, Junsik Kim, Kyungjoon Ko, Insu Yun, Sangdon Park, Dowoo Baik, Haein Lee, Hy…

ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System
We present ATLANTIS, the cyber reasoning system developed by Team Atlanta that won 1st place in the Final Competition of DARPA's AI Cyber Challenge (AIxCC) at DEF CON 33 (August 2025). AIxCC (2023-2025) challenged teams to build autonomous cyber reasoning systems capable of discovering and patching vulnerabilities at the speed and scale of modern software. ATLANTIS integrates large language models (LLMs) with program analysis -- combining symbolic execution, directed fuzzing, and static analysi…

Apple and Home Office agree to drop legal claim over encryption backdoor
https://www.computerweekly.com/news/366632561/Apple-and-Home-Office-agree-to-drop-legal-claim-over-encryption-backdoor

Apple and Home Office agree to drop legal claim over encryption backdoor
Investigatory Powers Tribunal rules that Apple’s appeal against the Home Office will no longer proceed because of a ‘change in circumstances’

“Is it an accident that polling this week shows him with the lowest approval ratings he’s had this term? Or that 1 in 4 Trump voters now regret their vote or are disappointed in his performance?
No. It’s not. Americans are turning on him—it’s a fact…one thing nearly all Americans agree on is that speech must not be censored. These attacks are going to backfire. They already are.”

Chop Wood, Carry Water 9/18
With love at the center.

Entwicklung der Kapazitätsgrößen von #Batteriespeicher​n von Unternehmen in #Deutschland mit Stand vom 16.11.2025.
292 Datensätze ohne #Batteriespeichertechnologie…

@… Understandable, I just don’t agree :)
Of course I would RATHER the third option you (presumably purposely) didn’t include: Good food without the work.
But if I have to pick, I’m putting in the work (I already cook at home 5-7 nights a week, the kitchen is largely my domain in this house).

Crosslisted article(s) found for eess.AS. https://arxiv.org/list/eess.AS/new
[1/1]:
- Context-Enhanced Granular Edit Representation for Efficient and Accurate ASR Post-editing
Luan Vejsiu, Qianyu Zheng, Haoxuan Chen, Yizhou Han

Data-driven Methods of Extracting Text Structure and Information Transfer
Shinichi Honna, Taichi Murayama, Akira Matsui
https://arxiv.org/abs/2509.12999 https://

Data-driven Methods of Extracting Text Structure and Information Transfer
The Anna Karenina Principle (AKP) holds that success requires satisfying a small set of essential conditions, whereas failure takes diverse forms. We test AKP, its reverse, and two further patterns described as ordered and noisy across novels, online encyclopedias, research papers, and movies. Texts are represented as sequences of functional blocks, and convergence is assessed in transition order and position. Results show that structural principles vary by medium: novels follow reverse AKP in …

Knowledge-Decoupled Functionally Invariant Path with Synthetic Personal Data for Personalized ASR
Yue Gu, Zhihao Du, Ying Shi, Jiqing Han, Yongjun He
https://arxiv.org/abs/2510.10401

Knowledge-Decoupled Functionally Invariant Path with Synthetic Personal Data for Personalized ASR
Fine-tuning generic ASR models with large-scale synthetic personal data can enhance the personalization of ASR models, but it introduces challenges in adapting to synthetic personal data without forgetting real knowledge, and in adapting to personal data without forgetting generic knowledge. Considering that the functionally invariant path (FIP) framework enables model adaptation while preserving prior knowledge, in this letter, we introduce FIP into synthetic-data-augmented personalized ASR mo…

Labour politician charged over 'honey trap' WhatsApp messages sent to MPs https://therecord.media/oliver-steadman-charged-alleged-honeypot-blackmail-britain-politicians