Proactive Defense

Siren — Advancing Cybersecurity through Deception and Adaptive Analysis

Authors: Samhruth Ananthanarayanan, Girish Kulathumani, Ganesh Narayanan | Published: 2024-06-10 | Updated: 2025-04-24
Cybersecurity
Proactive Defense
Cryptography

Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Authors: Tao Li, Quanyan Zhu | Published: 2024-03-14 | Updated: 2024-08-19
Cybersecurity
Proactive Defense
Strategic Game

What are the attackers doing now? Automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey

Authors: Md Rayhanur Rahman, Rezvan Mahdavi-Hezaveh, Laurie Williams | Published: 2021-09-14
Cybersecurity
Data Extraction and Analysis
Proactive Defense

Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning

Authors: Yi Shi, Yalin E. Sagduyu | Published: 2021-07-22
Proactive Defense
Membership Inference
Defense Mechanism

Securing the Internet of Things in the Age of Machine Learning and Software-defined Networking

Authors: Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia | Published: 2018-03-13 | Updated: 2018-06-11
IoT Security Challenges
Proactive Defense
Detection of Model Extraction Attacks

Cyberattack Detection in Mobile Cloud Computing: A Deep Learning Approach

Authors: Khoi Khac Nguyen, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Diep Nguyen, Eryk Dutkiewicz | Published: 2017-12-16
ML-Based IDS
Proactive Defense
Machine Learning Algorithm

The best defense is a good offense: Countering black box attacks by predicting slightly wrong labels

Authors: Yannic Kilcher, Thomas Hofmann | Published: 2017-11-15
Backdoor Detection
Proactive Defense
Certified Robustness

Intrusion Prevention and Detection in Grid Computing – The ALICE Case

Authors: Andres Gomez, Camilo Lara, Udo Kebschull | Published: 2017-04-20
Security Analysis
Proactive Defense
Machine Learning