Performance Evaluation

Detecting Hard-Coded Credentials in Software Repositories via LLMs

Authors: Chidera Biringa, Gokhan Kul | Published: 2025-06-16
Software Security
Performance Evaluation
Prompt leaking

Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation

Authors: Jaechul Roh, Varun Gandhi, Shivani Anilkumar, Arin Garg | Published: 2025-06-08 | Updated: 2025-06-12
Performance Evaluation
Prompt Injection
Prompt leaking

aiXamine: Simplified LLM Safety and Security

Authors: Fatih Deniz, Dorde Popovic, Yazan Boshmaf, Euisuh Jeong, Minhaj Ahmad, Sanjay Chawla, Issa Khalil | Published: 2025-04-21 | Updated: 2025-04-23
LLM Performance Evaluation
Alignment
Performance Evaluation

How Effective Can Dropout Be in Multiple Instance Learning ?

Authors: Wenhui Zhu, Peijie Qiu, Xiwen Chen, Zhangsihao Yang, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang | Published: 2025-04-21 | Updated: 2025-05-20
Performance Evaluation
Multi-Class Classification
Watermarking Technology

Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability

Authors: Mukesh Sahani, Binanda Sengupta | Published: 2025-03-10 | Updated: 2025-04-15
Performance Evaluation
Privacy Protection Method
Distributed Learning

Unsupervised anomaly detection on cybersecurity data streams: a case with BETH dataset

Authors: Evgeniy Eremin | Published: 2025-03-06 | Updated: 2025-06-16
Cybersecurity
Performance Evaluation
evaluation metrics

Towards Action Hijacking of Large Language Model-based Agent

Authors: Yuyang Zhang, Kangjie Chen, Jiaxin Gao, Ronghao Cui, Run Wang, Lina Wang, Tianwei Zhang | Published: 2024-12-14 | Updated: 2025-06-12
Performance Evaluation
Prompt leaking
Large Language Model

Free Record-Level Privacy Risk Evaluation Through Artifact-Based Methods

Authors: Joseph Pollock, Igor Shilov, Euodia Dodd, Yves-Alexandre de Montjoye | Published: 2024-11-08 | Updated: 2025-06-12
Performance Evaluation
Membership Inference
Differential Privacy

“You Can’t Fix What You Can’t Measure”: Privately Measuring Demographic Performance Disparities in Federated Learning

Authors: Marc Juarez, Aleksandra Korolova | Published: 2022-06-24 | Updated: 2023-01-11
Algorithm Design
Performance Evaluation
Privacy Protection Mechanism

Darknet Traffic Classification and Adversarial Attacks

Authors: Nhien Rust-Nguyen, Mark Stamp | Published: 2022-06-12
Performance Evaluation
Adversarial Attack Methods
Deep Learning Method