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 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...

Oracle Banking Corporate Lending cpujan2020 Multiple Security Vulnerabilities

Description Oracle Banking Corporate Lending is prone to multiple security vulnerabilities. These vulnerabilities can be exploited over the 'HTTP' protocol. The 'Core module' component is affected. These vulnerabilities affect the following supported versions: 12.3.0 through 12.4.0, 14.0.0 throug...

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 Java SE CVE-2020-2654 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 'Libraries' component. This vulnerability affects the following supported versions: Java SE: 7u241, 8u231, 11.0.5, 13.0.1 Technologies Affecte...

Microsoft Windows Remote Desktop Web Access CVE-2020-0637 Information Disclosure Vulnerability

Description Microsoft Windows Remote Desktop Web Access is prone to an information-disclosure vulnerability. Attackers can exploit this issue to obtain sensitive information that may aid in launching further attacks. Technologies Affected Microsoft Windows Server 2008 R2 for x64-based Systems SP1...

Oracle Database Server cpujan2020 Multiple Remote Security Vulnerabilities

Description Oracle Database Server is prone to multiple remote security vulnerabilities. These vulnerabilities can be exploited over the multiple protocols. The 'Core RDBMS' component is affected. These vulnerabilities affect the following supported versions: 12.1.0.2, 12.2.0.1, 18c and 19c...

Oracle WebLogic Server Multiple Remote Security Vulnerabilities

Description Oracle WebLogic Server is prone to multiple remote security vulnerabilities. These vulnerabilities can be exploited over 'HTTP' protocol. The 'WLS Core Components' is affected. These vulnerabilities affect the following supported versions: 10.3.6.0.0 Technologies Affected Oracle...

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 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 PeopleSoft Enterprise HCM Human Resources CVE-2020-2561 Remote Security Vulnerability

Description Oracle PeopleSoft Enterprise HCM Human Resources is prone to a remote security vulnerability. These vulnerabilities can be exploited over the 'HTTP' protocol. The 'Company Dir / Org Chart Viewer' component is affected. These vulnerabilities affect the following supported versions: 9.2...

Oracle Hospitality OPERA 5 CVE-2020-2677 Remote Security Vulnerability

Description Oracle Hospitality OPERA 5 is prone to a remote security vulnerability. The vulnerability can be exploited over the 'HTTP' protocol. The 'Login' component is affected. This vulnerability affects the following supported versions: 5.5, 5.6 Technologies Affected Oracle Hospitality OPERA ...

Oracle Banking Payments cpujan2020 Multiple Security Vulnerabilities

Description Oracle Banking Payments is prone to multiple security vulnerabilities. The vulnerability can be exploited over the 'HTTP' protocol. The 'Payments Core' component is affected. These vulnerabilities affect the following supported versions: 14.1.0 through 14.3.0 Technologies Affected...

Oracle Application Testing Suite CVE-2020-2673 Remote Security Vulnerability

Description Oracle Application Testing Suite is prone to a remote security vulnerability. The vulnerability can be exploited over the 'HTTP' protocol. The 'Oracle Flow Builder' component is affected. This vulnerability affects the following supported versions: 12.5.0.3, 13.1.0.1, 13.2.0.1, 13.3.0...