Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning
Authors: Stephan Rabanser | Published: 2025-08-11
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ScamDetect: Towards a Robust, Agnostic Framework to Uncover Threats in Smart Contracts
Authors: Pasquale De Rosa, Pascal Felber, Valerio Schiavoni | Published: 2025-08-09 | Updated: 2025-08-12
DSperse: A Framework for Targeted Verification in Zero-Knowledge Machine Learning
Authors: Dan Ivanov, Tristan Freiberg, Shirin Shahabi, Jonathan Gold, Haruna Isah | Published: 2025-08-09 | Updated: 2025-09-18
Non-omniscient backdoor injection with a single poison sample: Proving the one-poison hypothesis for linear regression and linear classification
Authors: Thorsten Peinemann, Paula Arnold, Sebastian Berndt, Thomas Eisenbarth, Esfandiar Mohammadi | Published: 2025-08-07
Optimizing IoT Threat Detection with Kolmogorov-Arnold Networks (KANs)
Authors: Natalia Emelianova, Carlos Kamienski, Ronaldo C. Prati | Published: 2025-08-07
PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction
Authors: Leon Garza, Anantaa Kotal, Aritran Piplai, Lavanya Elluri, Prajit Das, Aman Chadha | Published: 2025-08-07
Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination
Authors: Kim Hammar, Tansu Alpcan, Emil C. Lupu | Published: 2025-08-07
JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering
Authors: Renmiao Chen, Shiyao Cui, Xuancheng Huang, Chengwei Pan, Victor Shea-Jay Huang, QingLin Zhang, Xuan Ouyang, Zhexin Zhang, Hongning Wang, Minlie Huang | Published: 2025-08-07
Measuring the Carbon Footprint of Cryptographic Privacy-Enhancing Technologies
Authors: Marc Damie, Mihai Pop, Merijn Posthuma | Published: 2025-08-06
Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation
Authors: Askar Tsyganov, Evgeny Frolov, Sergey Samsonov, Maxim Rakhuba | Published: 2025-08-06