Cloud Investigation Automation Framework (CIAF): An AI-Driven Approach to Cloud Forensics

Large Language Models LLMs have gained prominence in domains including cloud security and forensics. Yet cloud forensic investigations still rely on manual analysis, making them time-consuming and error-prone. LLMs can mimic human reasoning, offering a pathway to automating cloud log analysis. To...

Large Language Models for Security Operations Centers: a Comprehensive Survey

Large Language Models LLMs have emerged as powerful tools capable of understanding and generating human-like text, offering transformative potential across diverse domains. The Security Operations Center SOC, responsible for safeguarding digital infrastructure, represents one of these domains. SO...

ALPHA: LLM-Enabled Active Learning for Human-Free Network Anomaly Detection

Network log data analysis plays a critical role in detecting security threats and operational anomalies. Traditional log analysis methods for anomaly detection and root cause analysis rely heavily on expert knowledge or fully supervised learning models, both of which require extensive labeled dat...

Security Bulletin: Vulnerabilities in Apache Ant and Apache Derby affect IBM Operations Analytics - Log Analysis (CVE-2019-11358, CVE-2020-23064, CVE-2020-11023, CVE-2020-11022)

Summary Cross-site scriptingXSS vulnerabilities in Apache Ant and Apache Derby affect IBM Operations Analytics - Log Analysis. It allows remote attackers to execute a script in a victim's Web browser. Vulnerability Details CVEID:CVE-2019-11358 DESCRIPTION: jQuery before 3.4.0, as used in Drupal,...

CVE-2025-34154 UnForm Server Manager < 10.1.12 Unauthenticated Arbitrary File Read

UnForm Server Manager versions prior to 10.1.12 expose an unauthenticated file read vulnerability via its log file analysis interface. The flaw resides in the arc endpoint, which accepts a fl parameter to specify the log file to be opened. Due to insufficient input validation and lack of path...

Synergetic Data Systems UnForm Server Manager 安全漏洞

Synergetic Data Systems UnForm Server Manager is a browser-based management tool from Synergetic Data Systems, USA. A security vulnerability exists in Synergetic Data Systems UnForm Server Manager versions prior to 10.1.12 that stems from insufficient input validation of the log file analysis...

CVE-2024-41751

IBM SmartCloud Analytics - Log Analysis 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, and 1.3.8.2 could allow a local, authenticated attacker to bypass client-side enforcement of security to manipulate data...

CVE-2024-41751

IBM SmartCloud Analytics - Log Analysis 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, and 1.3.8.2 could allow a local, authenticated attacker to bypass client-side enforcement of security to manipulate data...

CVE-2024-41750

IBM SmartCloud Analytics - Log Analysis 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, and 1.3.8.2 could allow a local, authenticated attacker to bypass client-side enforcement of security to manipulate data...

CVE-2024-40686

IBM SmartCloud Analytics - Log Analysis 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, and 1.3.8.2 is vulnerable to HTTP header injection, caused by improper validation of input by the HOST headers. This could allow an attacker to conduct various attacks against the vulnerable system, including...

CVE-2024-41750

CVE-2024-41750 affects IBM Operations Analytics - Log Analysis (versions 1.3.7.0 to 1.3.8.2). Root cause: client-side security enforcement can be bypassed, enabling a local, authenticated attacker to manipulate data by bypassing input/validation checks. The IBM Security Bulletin confirms a relate...

CVE-2024-40682 IBM SmartCloud Analytics - Log Analysis denial of service

IBM SmartCloud Analytics - Log Analysis 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, and 1.3.8.2 could allow a local user to cause a denial of service due to improper validation of specified type of input...

CVE-2024-40682

CVE-2024-40682 affects IBM Operations Analytics - Log Analysis. Affected versions are 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, and 1.3.8.2. The vulnerability arises from improper validation of a specified input type, allowing a local user to cause a denial of service. IBM’s remediation advise...

CVE-2024-40686 IBM SmartCloud Analytics - Log Analysis HOST header injection

IBM SmartCloud Analytics - Log Analysis 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, and 1.3.8.2 is vulnerable to HTTP header injection, caused by improper validation of input by the HOST headers. This could allow an attacker to conduct various attacks against the vulnerable system, including...

CVE-2024-41751

IBM SmartCloud Analytics - Log Analysis (versions 1.3.7.0, 1.3.7.1, 1.3.7.2, 1.3.8.0, 1.3.8.1, 1.3.8.2) is affected by CVE-2024-41751, a CWE-602 client-side enforcement bypass that enables a local, authenticated attacker to manipulate data by bypassing security controls on the client. The Red Hat...

PT-2025-30563 · Ibm · Ibm Smartcloud Analytics Log Analysis

Name of the Vulnerable Software and Affected Versions: IBM SmartCloud Analytics - Log Analysis versions 1.3.7.0 through 1.3.8.2 Description: IBM SmartCloud Analytics - Log Analysis is susceptible to HTTP header injection due to inadequate validation of input provided through the HOST headers. Thi...

IBM Operations Analytics-Log Analysis 安全漏洞

IBM Operations Analytics-Log Analysis is a suite of semi-structured data analysis solutions from International Business Machines IBM. The product is primarily used for application log analysis and problem diagnosis, among other things. A security vulnerability exists in IBM Operations Analytics-L...

PT-2025-30564 · Ibm · Ibm Smartcloud Analytics Log Analysis

Name of the Vulnerable Software and Affected Versions: IBM SmartCloud Analytics - Log Analysis versions 1.3.7.0 through 1.3.8.2 Description: IBM SmartCloud Analytics - Log Analysis is susceptible to a security bypass that allows a local, authenticated attacker to manipulate data by circumventing...

IBM Operations Analytics-Log Analysis 安全漏洞

IBM Operations Analytics-Log Analysis is a suite of semi-structured data analysis solutions from International Business Machines IBM. The product is primarily used for application log analysis and problem diagnosis, among other things. A security vulnerability exists in IBM Operations Analytics-L...

IBM Operations Analytics-Log Analysis 安全漏洞

IBM Operations Analytics-Log Analysis is a suite of semi-structured data analysis solutions from International Business Machines IBM. The product is primarily used for application log analysis and problem diagnosis, among other things. A security vulnerability exists in IBM Operations Analytics-L...