Daniel Paleka
- Large-scale online deanonymization with LLMs
LLMs enable scalable, high-precision deanonymization of pseudonymous online accounts using unstructured text.
2026/02/18 by Simon Lermen, Daniel Paleka, Joshua Swanson +3 · 85 voices · 1 citation
#cs.CR #cs.AI #cs.LG
- External Invariants: A Cryptographic Trust Architecture for Institutional AI Inference
2024/06/17 by Andy Arditi, Oscar Obeso, Arditi, Andy +11 · 20 voices · 190 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Poisoning Web-Scale Training Datasets is Practical
2023/02/20 by Nicholas Carlini, Matthew Jagielski, Carlini, Nicholas +16 · 6 voices · 46 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Topic Modeling #cs.CR #cs.LG
- Stealing Part of a Production Language Model
2024/03/11 by Nicholas Carlini, Daniel Paleka, Carlini, Nicholas +26 · 11 voices · 26 citations
Computer Science · #Natural Language Processing Techniques #cs.CR
- Red-Teaming the Stable Diffusion Safety Filter
2022/10/03 by Javier Rando, Daniel Paleka, Rando, Javier +6 · 26 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning
- ARB: Advanced Reasoning Benchmark for Large Language Models
2023/07/25 by Tomohiro Sawada, Daniel Paleka, Sawada, Tomohiro +15 · 1 voice · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Evaluating Superhuman Models with Consistency Checks
2023/06/16 by Lukas Fluri, Fluri, Lukas, Daniel Paleka +3 · 2 voices · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Statistical and Computational Modeling #cs.AI #cs.CR #cs.LG #stat.ML
- Consistency Checks for Language Model Forecasters
2024/12/24 by Daniel Paleka, Abhimanyu Pallavi Sudhir, Paleka, Daniel +9 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Pitfalls in Evaluating Language Model Forecasters
2025/05/31 by Daniel Paleka, Shashwat Goel, Paleka, Daniel +5 · 3 citations
Computer Science · #Natural Language Processing Techniques