From CRUD to Autonomous Agents: Formal Validation and Zero-Trust Security for Semantic Gateways in AI-Native Enterprise Systems

Enterprise software engineering is shifting away from deterministic CRUD/REST architectures toward AI-native systems where large language models act as cognitive orchestrators. This transition introduces a critical security tension: probabilistic LLMs weaken classical mechanisms for validation,...

[SECURITY] Fedora 44 Update: qt6-qtgraphs-6.10.3-1.fc44

The Qt Graphs module enables you to visualize data in 3D as bar, scatter, and surface graphs. It's especially useful for visualizing depth maps and large quantities of rapidly changing data, such as data received from multiple sensors. The look and feel of graphs can be customized by using themes...

Insufficient Granularity of Access Control

Overview Affected versions of this package are vulnerable to Insufficient Granularity of Access Control in the asset dependency graph. An attacker can gain unauthorized access to the existence and names of DAGs and assets outside their authorized scope by leveraging read access to at least one DA...

Apache Airflow 安全漏洞

Apache Airflow is an open-source platform developed by the Apache Foundation in the United States. It allows for the creation, management, and monitoring of workflows. This platform features scalability and dynamic monitoring capabilities. There is a security vulnerability in Apache Airflow, whic...

Explainability-Guided Adversarial Attacks on Transformer-Based Malware Detectors Using Control Flow Graphs

Transformer-based malware detection systems operating on graph modalities such as control flow graphs CFGs achieve strong performance by modeling structural relationships in program behavior. However, their robustness to adversarial evasion attacks remains underexplored. This paper examines the...

ContractShield: Bridging Semantic-Structural Gaps Via Hierarchical Cross-Modal Fusion for Multi-Label Vulnerability Detection in Obfuscated Smart Contracts

Smart contracts are increasingly targeted by adversaries employing obfuscation techniques such as bogus code injection and control flow manipulation to evade vulnerability detection. Existing multimodal methods often process semantic, temporal, and structural features in isolation and fuse them...

CVE-2026-33045 Home Assistant has stored XSS in history-graphs

Home Assistant is open source home automation software that puts local control and privacy first. Starting in version 2025.02 and prior to version 2026.01 the "remaining charge time"-sensor for mobile phones imported/included from Android Auto it appears is vulnerable cross-site scripting, simila...

CVE-2026-33045

Home Assistant CVE-2026-33045 is a stored XSS vulnerability in the Energy dashboard triggered by an energy entity name. Affected versions are 2025.02 through 2026.00.x (prior to 2026.01); it is fixed in 2026.01. The issue arises when entity names containing HTML are rendered in graph tooltips, en...

CVE-2026-33045 Home Assistant has stored XSS in history-graphs

Home Assistant is open source home automation software that puts local control and privacy first. Starting in version 2025.02 and prior to version 2026.01 the "remaining charge time"-sensor for mobile phones imported/included from Android Auto it appears is vulnerable cross-site scripting, simila...

CVE-2026-33045 Home Assistant has stored XSS in history-graphs

Home Assistant is open source home automation software that puts local control and privacy first. Starting in version 2025.02 and prior to version 2026.01 the "remaining charge time"-sensor for mobile phones imported/included from Android Auto it appears is vulnerable cross-site scripting, simila...

BIT-DISCOURSE-2026-33395 Discourse has stored click‑based XSS via Graphviz SVG javascript: links

Discourse is an open-source discussion platform. Prior to versions 2026.3.0, 2026.2.1, and 2026.1.2, the discourse-graphviz plugin contains a stored cross-site scripting XSS vulnerability that allows authenticated users to inject malicious JavaScript code through DOT graph definitions. For...

CVE-2026-33395

Discourse is an open-source discussion platform. Prior to versions 2026.3.0-latest.1, 2026.2.1, and 2026.1.2, the discourse-graphviz plugin contains a stored cross-site scripting XSS vulnerability that allows authenticated users to inject malicious JavaScript code through DOT graph definitions. F...

CVE-2026-32127

OpenEMR is a free and open source electronic health records and medical practice management application. Prior to 8.0.0.1, OpenEMR contains a SQL injection vulnerability in the ajax graphs library that can be exploited by authenticated attackers. The vulnerability exists due to insufficient input...

CVE-2026-32933

AutoMapper is a convention-based object-object mapper in .NET. Versions prior to 15.1.1 and 16.1.1 are vulnerable to a Denial of Service DoS attack. When mapping deeply nested object graphs, the library uses recursive method calls without enforcing a default maximum depth limit. This allows an...

CVE-2026-33911 OpenEMR vulnerable to reflected XSS in graphs.php via title parameter

OpenEMR is a free and open source electronic health records and medical practice management application. Prior to version 8.0.0.3, the POST parameter title is reflected back in a JSON response built with jsonencode. Because the response is served with a text/html Content-Type, the browser...

📄 OpenEMR 8.0.0 Authenticated SQL Injection

OpenEMR version 8.0.0 authenticated remote SQL injection exploit that leverages the name parameter in ajax/graphs.php. ====================================================================================================================== | Title : OpenEMR 8.0.0 Authenticated SQL Injection via nam...

DeepXplain: XAI-Guided Autonomous Defense against Multi-Stage APT Campaigns

Advanced Persistent Threats APTs are stealthy, multi-stage attacks that require adaptive and timely defense. While deep reinforcement learning DRL enables autonomous cyber defense, its decisions are often opaque and difficult to trust in operational environments. This paper presents DeepXplain, a...

CVE-2026-32933

AutoMapper is a convention-based object-object mapper in .NET. Versions prior to 15.1.1 and 16.1.1 are vulnerable to a Denial of Service DoS attack. When mapping deeply nested object graphs, the library uses recursive method calls without enforcing a default maximum depth limit. This allows an...

CVE-2026-32933

AutoMapper (a .NET object-object mapper) is vulnerable in versions prior to 15.1.1 and 16.1.1 to a Denial of Service via uncontrolled recursion during deep object graph mapping, which can exhaust thread stack memory and trigger a StackOverflowException, terminating the process. The issue is mitig...

CVE-2026-32933 AutoMapper Vulnerable to Denial of Service (DoS) via Uncontrolled Recursion

AutoMapper is a convention-based object-object mapper in .NET. Versions prior to 15.1.1 and 16.1.1 are vulnerable to a Denial of Service DoS attack. When mapping deeply nested object graphs, the library uses recursive method calls without enforcing a default maximum depth limit. This allows an...