DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-Based Intrusion Detection against Adversarial Attacks

The rapid proliferation of the Internet of Things IoT has introduced substantial security vulnerabilities, highlighting the need for robust Intrusion Detection Systems IDS. Machine learning-based intrusion detection systems ML-IDS have significantly improved threat detection capabilities; however...

Regular Expression Denial Of Service (ReDoS)

hawk is vulnerable to regular expression denial of service ReDoS attacks. An attacker is able to increase the computational time exponentially by adding a huge number of characters through Hawk.utils.parseHost function to slowdown and cause denial of service conditions in the application...