The Role of Learning in Attacking Intrusion Detection Systems

Recent work on network attacks have demonstrated that ML-based network intrusion detection systems NIDS can be evaded with adversarial perturbations. However, these attacks rely on complex optimizations that have large computational overheads, making them impractical in many real-world settings. ...

ACORN-IDS: Adaptive Continual Novelty Detection for Intrusion Detection Systems

Intrusion Detection Systems IDS must maintain reliable detection performance under rapidly evolving benign traffic patterns and the continual emergence of cyberattacks, including zero-day threats with no labeled data available. However, most machine learning-based IDS approaches either assume...

Stealth and Evasion in Rogue AP Attacks: An Analysis of Modern Detection and Bypass Techniques

Wireless networks act as the backbone of modern digital connectivity, making them a primary target for cyber adversaries. Rogue Access Point attacks, specifically the Evil Twin variant, enable attackers to clone legitimate wireless network identifiers to deceive users into connecting. Once a...

DDoS Attacks in Cloud Computing: Detection and Prevention

DDoS attacks are one of the most prevalent and harmful cybersecurity threats faced by organizations and individuals today. In recent years, the complexity and frequency of DDoS attacks have increased significantly, making it challenging to detect and mitigate them effectively. The study analyzes...

Adversarial Sample Generation for Anomaly Detection in Industrial Control Systems

Machine learning ML-based intrusion detection systems IDS are vulnerable to adversarial attacks. It is crucial for an IDS to learn to recognize adversarial examples before malicious entities exploit them. In this paper, we generated adversarial samples using the Jacobian Saliency Map Attack JSMA...

Riding the AI Waves: The Rise of Artificial Intelligence to Combat Cyber Threats

In nearly every segment of our lives, AI artificial intelligence now makes a significant impact: It can deliver better healthcare diagnoses and treatments; detect and reduce the risk of financial fraud; improve inventory management; and serve up the right recommendation for a streaming movie on...

BD Alaris PCU (Update A)

1. EXECUTIVE SUMMARY CVSS v3 5.3 ATTENTION: Exploitable remotely/low skill level to exploit Vendor: Becton, Dickinson and Company BD Equipment: Alaris PCU Vulnerability: Uncontrolled Resource Consumption 2. UPDATE INFORMATION This updated advisory is a follow-up to the original advisory titled...

Oracle FLEXCUBE Universal Banking cpujan2020 Multiple Security Vulnerabilities

Description Oracle FLEXCUBE Universal Banking is prone to multiple security vulnerabilities. These vulnerabilities can be exploited over the 'HTTP' protocol. The 'Infrastructure' component is affected. These vulnerabilities affect the following supported versions: 12.0.1 through 12.4.0, 14.0.0...

Oracle Java SE CVE-2020-2655 Remote Security Vulnerability

Description Oracle Java SE is prone to a remote security vulnerability. The vulnerability can be exploited over 'HTTPS' protocol. This issue affects the 'JSSE' component. This vulnerability affects the following supported versions: Java SE: 11.0.5, 13.0.1 Technologies Affected Oracle JDKLinux...

Oracle Business Intelligence Enterprise Edition Multiple Remote Security Vulnerabilities

Description Oracle Business Intelligence Enterprise Edition is prone to multiple remote security vulnerabilities. These vulnerabilities can be exploited over the 'HTTP' protocol. The 'Analytics Actions', 'BI Platform Security' and 'Analytics Server' components are affected. These vulnerabilities...

Oracle Reports Developer Multiple Remote Security Vulnerabilities

Description Oracle Reports Developer is prone to multiple remote security vulnerabilities. These vulnerabilities can be exploited over the 'HTTP' protocol. The 'Security and Authentication' component is affected. These vulnerabilities affect the following supported versions: 12.2.1.3.0, 12.2.1.4....

Oracle E-Business Suite CVE-2020-2591 Remote Security Vulnerability

Description Oracle E-Business Suite is prone to a remote security vulnerability in 'Oracle Web Applications Desktop Integrator' product. This vulnerability can be exploited over the 'HTTP' protocol. The 'Application Service' component is affected. This vulnerability affects the following supporte...

Oracle WebLogic Server CVE-2020-6950 Remote Security Vulnerability

Description Oracle WebLogic Server is prone to a remote security vulnerability. The vulnerability can be exploited over the 'HTTP' protocol. The 'Web Container JavaServer Faces' component is affected. This vulnerability affects the following supported versions: 12.2.1.3.0, 12.2.1.4.0 Technologies...

Oracle Financial Services Revenue Management and Billing Remote Security Vulnerability

Description Oracle Financial Services Revenue Management and Billing is prone to a remote security vulnerability. The vulnerability can be exploited over 'HTTP' protocol. The 'File Upload' sub component is affected. This vulnerability affects the following supported versions: 2.7.0.0, 2.7.0.1,...

Oracle WebLogic Server Multiple Remote Security Vulnerabilities

Description Oracle WebLogic Server is prone to multiple remote security vulnerabilities. These vulnerabilities can be exploited over multiple protocols. The 'WLS Core Components' and 'Console' components are affected. These vulnerabilities affect the following supported versions: 10.3.6.0.0,...

Oracle Database Server CVE-2020-2510 Remote Security Vulnerability

Description Oracle Database Server is prone to a remote security vulnerability. The vulnerability can be exploited over the 'OracleNet' protocol. The 'Core RDBMS' component is affected. This vulnerability affects the following supported versions: 11.2.0.4, 12.1.0.2, 12.2.0.1, 18c and 19c...

Oracle E-Business Suite CVE-2020-2666 Remote Security Vulnerability

Description Oracle E-Business Suite is prone to a remote security vulnerability in 'Oracle Applications Framework' product. These vulnerabilities can be exploited over the 'HTTP' protocol. The 'Attachments / File Upload' component is affected. This vulnerability affects the following supported...

Oracle Java SE CVE-2020-2585 Remote Security Vulnerability

Description Oracle Java SE is prone to a remote security vulnerability. The vulnerability can be exploited over multiple protocols. This issue affects the 'JavaFX' component. This vulnerability affects the following supported versions: Java SE: 8u241 Technologies Affected Oracle JDKLinux Producti...

Oracle MySQL Server cpujan2020 Multiple Security Vulnerabilities

Description Oracle MySQL Server is prone to multiple security vulnerabilities. These vulnerabilities can be exploited over 'MySQL Protocol' protocol. The 'Server: Optimizer', 'Server: Parser', 'Server: DML', and 'Server: Information Schema' components are affected. These vulnerabilities affect th...

Oracle Financial Services Analytical Applications Infrastructure Remote Security Vulnerability

Description Oracle Financial Services Analytical Applications Infrastructure is prone to a remote security vulnerability. The vulnerability can be exploited over the 'HTTP' protocol. The 'Object Migration' component is affected. This vulnerability affects the following supported versions: 8.0.4...