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 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 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 iLearning CVE-2020-2709 Remote Security Vulnerability

Description Oracle iLearning is prone to a remote security vulnerability. The vulnerability can be exploited over the 'HTTP' protocol. The 'Learner Pages' component is affected. This vulnerability affects the following supported versions: 6.1 Technologies Affected Oracle iLearning 6.1...

Oracle Siebel CRM Cpujan2020 Multiple Remote Security Vulnerabilities

Description Oracle Siebel CRM is prone to multiple remote security vulnerabilities. These vulnerabilities affect the 'EAI' and 'SWSE Server' components and can be exploited over the 'HTTP' protocol. These vulnerabilities affect the following supported versions: 19.10 and prior Technologies Affect...

Oracle MySQL Client cpujan2020 Multiple Remote Security Vulnerabilities

Description Oracle MySQL Client is prone to multiple remote security vulnerabilities in 'C API' component. These vulnerabilities can be exploited over the 'MySQL' protocol. These vulnerabilities affect the following supported versions: 5.7.28 and prior, 8.0.18 and prior Technologies Affected Orac...

Oracle Java SE/Java SE Embedded CVE-2020-2583 Remote Security Vulnerability

Description Oracle Java SE and Java SE Embedded are prone to a remote security vulnerability. The vulnerability can be exploited over multiple protocols. This issue affects the 'Serialization' component. This vulnerability affects the following supported versions: Java SE: 7u241, 8u231, 11.0.5,...

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 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 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....

Microsoft Windows CryptoAPI CVE-2020-0601 Spoofing Vulnerability

Description Microsoft Windows is prone to a security vulnerability that may allow attackers to conduct spoofing attacks. An attacker can exploit this issue to conduct spoofing attacks and perform unauthorized actions; other attacks are also possible. Technologies Affected Microsoft Windows 10...