Threat modeling

You Don’t Need Robust Machine Learning to Manage Adversarial Attack Risks

Authors: Edward Raff, Michel Benaroch, Andrew L. Farris | Published: 2023-06-16
Membership Inference
Adversarial Example
Threat modeling

Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier

Authors: Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic | Published: 2023-06-15
Data Collection
Threat modeling
Computational Efficiency

A Learning Assisted Method for Uncovering Power Grid Generation and Distribution System Vulnerabilities

Authors: Suman Maiti, Anjana B, Sunandan Adhikary, Ipsita Koley, Soumyajit Dey | Published: 2023-06-15
Cyber Attack
Attack Graph Generation
Threat modeling

Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks

Authors: Mst Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea | Published: 2023-06-01
Deep Learning Method
Threat modeling
Vulnerability Analysis

SCART: Simulation of Cyber Attacks for Real-Time

Authors: Kfir Girstein, Eliron Rahimi, Avi Mendelson | Published: 2023-04-07
Data Generation
Threat modeling
Operational Scenario

Advanced Security Threat Modelling for Blockchain-Based FinTech Applications

Authors: Serhan W. Bahar | Published: 2023-04-05
Security Analysis
Threat modeling
Vulnerability Mitigation Technique

Temporal Robustness against Data Poisoning

Authors: Wenxiao Wang, Soheil Feizi | Published: 2023-02-07 | Updated: 2023-12-06
DNN IP Protection Method
Poisoning Attack
Threat modeling

Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning

Authors: Ashish Gupta, Tie Luo, Mao V. Ngo, Sajal K. Das | Published: 2022-08-14
Malicious Node Detection
Attack Detection
Threat modeling

ESAFE: Enterprise Security and Forensics at Scale

Authors: Bernard McShea, Kevin Wright, Denley Lam, Steve Schmidt, Anna Choromanska, Devansh Bisla, Shihong Fang, Alireza Sarmadi, Prashanth Krishnamurthy, Farshad Khorrami | Published: 2021-12-08
Data-Driven Clustering
Challenges of Log Analysis
Threat modeling

FuCE: Fuzzing+Concolic Execution guided Trojan Detection in Synthesizable Hardware Designs

Authors: Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay | Published: 2021-11-01
Security Testing
Trojan Detection
Threat modeling