Model evaluation methods

LLM Novice Uplift on Dual-Use, In Silico Biology Tasks

Authors: Chen Bo Calvin Zhang, Christina Q. Knight, Nicholas Kruus, Jason Hausenloy, Pedro Medeiros, Nathaniel Li, Aiden Kim, Yury Orlovskiy, Coleman Breen, Bryce Cai, Jasper Götting, Andrew Bo Liu, Samira Nedungadi, Paula Rodriguez, Yannis Yiming He, Mohamed Shaaban, Zifan Wang, Seth Donoughe, Julian Michael | Published: 2026-02-26
LLM Performance Evaluation
Model evaluation methods
Educational Data Mining
2026.02.26 2026.02.28
Literature Database

A Decision-Theoretic Formalisation of Steganography With Applications to LLM Monitoring

Authors: Usman Anwar, Julianna Piskorz, David D. Baek, David Africa, Jim Weatherall, Max Tegmark, Christian Schroeder de Witt, Mihaela van der Schaar, David Krueger | Published: 2026-02-26
Watermarking
Data Management System
Model evaluation methods
2026.02.26 2026.02.28
Literature Database

IMMACULATE: A Practical LLM Auditing Framework via Verifiable Computation

Authors: Yanpei Guo, Wenjie Qu, Linyu Wu, Shengfang Zhai, Lionel Z. Wang, Ming Xu, Yue Liu, Binhang Yuan, Dawn Song, Jiaheng Zhang | Published: 2026-02-26
LLM Performance Evaluation
Model evaluation methods
監査手法
2026.02.26 2026.02.28
Literature Database

InfiCoEvalChain: A Blockchain-Based Decentralized Framework for Collaborative LLM Evaluation

Authors: Yifan Yang, Jinjia Li, Kunxi Li, Puhao Zheng, Yuanyi Wang, Zheyan Qu, Yang Yu, Jianmin Wu, Ming Li, Hongxia Yang | Published: 2026-02-09
LLM Performance Evaluation
Incentive Mechanism
Model evaluation methods
2026.02.09 2026.02.11
Literature Database

A Novel XAI-Enhanced Quantum Adversarial Networks for Velocity Dispersion Modeling in MaNGA Galaxies

Authors: Sathwik Narkedimilli, N V Saran Kumar, Aswath Babu H, Manjunath K Vanahalli, Manish M, Vinija Jain, Aman Chadha | Published: 2025-10-28
Performance Evaluation
Model evaluation methods
Quantum Information and Quantum Computing
2025.10.28 2025.10.30
Literature Database

Inducing Uncertainty for Test-Time Privacy

Authors: Muhammad H. Ashiq, Peter Triantafillou, Hung Yun Tseng, Grigoris G. Chrysos | Published: 2025-09-15
Algorithm
Data Curation
Model evaluation methods
2025.09.15 2025.09.17
Literature Database

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs

Authors: Filippo Scaramuzza, Giovanni Quattrocchi, Damian A. Tamburri | Published: 2025-05-26
Privacy Issues
Model evaluation methods
Watermarking Technology
2025.05.26 2025.05.28
Literature Database

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities

Authors: Anton Tkachenko, Dmitrij Suskevic, Benjamin Adolphi | Published: 2025-05-26
Model evaluation methods
Large Language Model
Watermarking Technology
2025.05.26 2025.05.28
Literature Database

Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis

Authors: Fouad Trad, Ali Chehab | Published: 2025-05-06
Phishing Detection
Model evaluation methods
Machine Learning Algorithm
2025.05.06 2025.05.27
Literature Database

ExpProof : Operationalizing Explanations for Confidential Models with ZKPs

Authors: Chhavi Yadav, Evan Monroe Laufer, Dan Boneh, Kamalika Chaudhuri | Published: 2025-02-06 | Updated: 2025-05-27
XAI (Explainable AI)
Model evaluation methods
Interpretability
2025.02.06 2025.05.29
Literature Database
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