Next-Generation Cyberattack Detection with Large Language Models: Anomaly Analysis across Heterogeneous Logs

This project explores large language models LLMs for anomaly detection across heterogeneous log sources. Traditional intrusion detection systems suffer from high false positive rates, semantic blindness, and data scarcity, as logs are inherently sensitive, making clean datasets rare. We address...

Neo4j 安全漏洞

Neo4j is a Java-based graph database developed by the American company Neo4j Inc. It is fully compatible with ACID standards and supports data migration and add-ons. Versions of Neo4j Enterprise and Neo4j Community prior to version 2026.01 contained security vulnerabilities. These vulnerabilities...

PT-2026-6799

Name of the Vulnerable Software and Affected Versions Agentspace versions prior to December 12th, 2025 Description The Agentspace service had a flaw that led to the exposure of sensitive information. This was due to the use of predictable Google Cloud Storage bucket names for error logs and...

OrcaStatLLM Researcher 跨站脚本漏洞

OrcaStatLLM Researcher is an open-source research paper generator based on large models, developed by AlgoNet Lab. OrcaStatLLM Researcher has a cross-site scripting vulnerability. This vulnerability arises from improper handling of malicious research topic inputs in the log messages of the sessio...

KRONE: Hierarchical and Modular Log Anomaly Detection

Log anomaly detection is crucial for uncovering system failures and security risks. Although logs originate from nested component executions with clear boundaries, this structure is lost when they are stored as flat sequences. As a result, state-of-the-art methods risk missing true dependencies...

PT-2026-6724

Name of the Vulnerable Software and Affected Versions Neo4j versions prior to 2026.01 Description A lack of proper unicode character escaping in the query log functionality can result in cross-site scripting XSS if logs are opened in a tool that interprets them as HTML. The issue is present in bo...

CVE-2026-25511 Group-Office is vulnerable to SSRF and File Read in WOPI service discovery

Group-Office is an enterprise customer relationship management and groupware tool. Prior to versions 6.8.150, 25.0.82, and 26.0.5, an authenticated user within the System Administrator group can trigger a full SSRF via the WOPI service discovery URL, including access to internal hosts/ports. The...

CVE-2026-24762

RustFS is a distributed object storage system built in Rust. From versions alpha.13 to alpha.81, RustFS logs sensitive credential material access key, secret key, session token to application logs at INFO level. This results in credentials being recorded in plaintext in log output, which may be...

GHSA-4J3G-RWWQ-4P54 Neo4j Enterprise and Community vulnerable to a potential information disclosure

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

Neo4j Enterprise and Community vulnerable to a potential information disclosure

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

CVE-2026-1622

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

CVE-2026-1622

Neo4j Enterprise and Community editions prior to 2026.01.3 and 5.26.21 are affected by CVE-2026-1622. The vulnerability stems from the obfuscate_literals setting in query logs failing to redact error information, allowing a user with access to local log files to view unredacted data when queries ...

CVE-2026-1622 Unredacted data exposure in query.log

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

CVE-2026-1622 Unredacted data exposure in query.log

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

CVE-2026-1622

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

EUVD-2026-5512

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

CVE-2026-1622 Unredacted data exposure in query.log

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscateliterals" option in the query logs does not redact error information, exposing unredacted dat...

VICIdial Sensitive Information Disclosure

VICIdial's Web Client is susceptible to information disclosure because it contains many sensitive files that can be accessed from the client side. These files contain mysqli logs, auth logs, debug information, successful and unsuccessful login attempts with their corresponding IP's, User-Agents,...

CVE-2025-12773

A vulnerability in update-reports-purge-settings.sh script logging for Brocade SANnav before 2.4.0a could allow the collection of SANnav database password in the system audit logs. The vulnerability could allow a remote authenticated attacker with access to the audit logs to access the Brocade...

CVE-2025-12679

A vulnerability in Brocade SANnav before 2.4.0b prints the Password-Based Encryption PBE key in plaintext in the system audit log file. The vulnerability could allow a remote authenticated attacker with access to the audit logs to access the pbe key. Note: The vulnerability is only triggered duri...