Information Leakage Analysis

CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning

Authors: Lauren Deason, Adam Bali, Ciprian Bejean, Diana Bolocan, James Crnkovich, Ioana Croitoru, Krishna Durai, Chase Midler, Calin Miron, David Molnar, Brad Moon, Bruno Ostarcevic, Alberto Peltea, Matt Rosenberg, Catalin Sandu, Arthur Saputkin, Sagar Shah, Daniel Stan, Ernest Szocs, Shengye Wan, Spencer Whitman, Sven Krasser, Joshua Saxe | Published: 2025-09-24
Security Metric
Dataset for Malware Classification
Information Leakage Analysis
2025.09.24 2025.09.26
Literature Database

“I wasn’t sure if this is indeed a security risk”: Data-driven Understanding of Security Issue Reporting in GitHub Repositories of Open Source npm Packages

Authors: Rajdeep Ghosh, Shiladitya De, Mainack Mondal | Published: 2025-06-09
API Security
Cyber Threat
Information Leakage Analysis
2025.06.09 2025.06.11
Literature Database

Implementation of Security Systems for Detection and Prevention of Data Loss/Leakage at Organization via Traffic Inspection

Authors: Mir Hassan, Chen Jincai, Adnan Iftekhar, Adnan Shehzad, Xiaohui Cui | Published: 2020-12-28
Data Management System
Information Leakage Analysis
Defense Mechanism
2020.12.28 2025.05.28
Literature Database

PicoDomain: A Compact High-Fidelity Cybersecurity Dataset

Authors: Craig Laprade, Benjamin Bowman, H. Howie Huang | Published: 2020-08-20
Data Generation
Information Leakage Analysis
Anomaly Detection Method
2020.08.20 2025.05.28
Literature Database

NoPeek: Information leakage reduction to share activations in distributed deep learning

Authors: Praneeth Vepakomma, Abhishek Singh, Otkrist Gupta, Ramesh Raskar | Published: 2020-08-20
Information Leakage Analysis
Adversarial Example
Deep Learning
2020.08.20 2025.05.28
Literature Database

Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics

Authors: Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou | Published: 2019-10-05
Privacy Protection Mechanism
Privacy Classification
Information Leakage Analysis
2019.10.05 2025.05.28
Literature Database

F-BLEAU: Fast Black-box Leakage Estimation

Authors: Giovanni Cherubin, Konstantinos Chatzikokolakis, Catuscia Palamidessi | Published: 2019-02-04 | Updated: 2020-10-27
Generalization Performance
Convergence Guarantee
Information Leakage Analysis
2019.02.04 2025.05.28
Literature Database

Model Extraction Warning in MLaaS Paradigm

Authors: Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta | Published: 2017-11-20
Model Extraction Attack
Detection of Model Extraction Attacks
Information Leakage Analysis
2017.11.20 2025.05.28
Literature Database