CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection

Detecting source code vulnerabilities is increasingly difficult as modern security flaws are rooted in complex causal dependencies between execution flows, control conditions, and program states. Despite recent advances in Large Language Models LLMs and multi-agent frameworks, existing approaches...

EntailLLM: Verifying LLM-Generated Vulnerability Discovery Paths with Domain Knowledge Via Logic Programming

Large language models are increasingly used to reason about software vulnerabilities, but their outputs can silently violate domain knowledge, limiting their reliability in safety-critical settings such as medical devices. Prior work either treats that output as a prediction to be scored or...

kin v0.4.6

The diff is not the change. AI agents can write a change faster than a team can establish what it touches, whether it reverses an earlier fix, and how far its consequences reach. Git records files and line history. Kin records the software itself as a graph of entities, relations, changes, and...

slater v0.24.3

Slater Current version:v0.25.2 — all releases. In one line: Slater serves graphs that don't fit in memory — hundreds of millions of nodes and billions of edges in low hundreds of MB of RAM — over standard Bolt , so any neo4j driver just works, with disk-native vector search sitting next to the...

kin v0.4.5

The diff is not the change. AI agents can write a change faster than a team can establish what it touches, whether it reverses an earlier fix, and how far its consequences reach. Git records files and line history. Kin records the software itself as a graph of entities, relations, changes, and...

bunkatopics (>=0.26.0, <=0.34.0), df-graph-construction (0.1.0) +3 more potentially affected by CVE-2026-68770 via sentence-transformers (2.2.0)

sentence-transformers PYPI version 2.2.0 is affected by a known vulnerability. The following packages have a transitive dependency on sentence-transformers and may be impacted: - bunkatopics =0.26.0, =0.34.0 - df-graph-construction 0.1.0 - envbert 1.0.6 - leet-topic 0.0.3 - textdiversity 0.0.1...

`nx graph` dev server permissive CORS policy

Summary The local HTTP server started by nx graph sent Access-Control-Allow-Origin: on every response, letting any website a developer visited read the server's responses cross-origin — including the full project graph and the output of the /help endpoint, which runs a target's configured help...

GHSA-G2R8-WVMJ-JF5W `nx graph` dev server permissive CORS policy

Summary The local HTTP server started by nx graph sent Access-Control-Allow-Origin: on every response, letting any website a developer visited read the server's responses cross-origin — including the full project graph and the output of the /help endpoint, which runs a target's configured help...

NPM: `nx graph` dev server permissive CORS policy

NPM: nx graph dev server permissive CORS policy vulnerability discovered by ? in WordPress Npm nx versions = 17.0.4, 22.7.2...

EUVD-2026-39831

nx graph dev server permissive CORS policy...

SUSE CVE-2026-44840

Dgraph is an open source distributed GraphQL database. Prior to version 25.3.4, the checkUserPassword GraphQL query in Dgraph is vulnerable to DQL Dgraph Query Language injection. User-supplied password values are interpolated directly into a DQL checkpwd query via fmt.Sprintf without any escapin...

BloodHound v9.5.1

BloodHound is a monolithic web application composed of an embedded React frontend with Sigma.js and a Go based REST API backend. It is deployed with a Postgresql application database and a Neo4j graph database, and is fed by the SharpHound and AzureHound data collectors. BloodHound leverages grap...

BloodHound v9.5.0

BloodHound is a monolithic web application composed of an embedded React frontend with Sigma.js and a Go based REST API backend. It is deployed with a Postgresql application database and a Neo4j graph database, and is fed by the SharpHound and AzureHound data collectors. BloodHound leverages grap...

Guarding Organizations against Malware Risk: A Novel Graph-Based Malware Detection Method

Organizational digitalization expands cybersecurity risks, making cybersecurity an increasingly important research area in Information Systems IS. Among these risks, malware has become a pervasive and destructive threat. Byte-based machine learning ML methods are widely used for malware detection...

Graph Is the Verifier: Agentic Reinforcement Learning for Interprocedural Vulnerability Detection

Real-world vulnerabilities often span multiple functions, yet most learning-based detectors classify each function in isolation: on a sample of real CVEs, we find that 71.7% of vulnerable functions require evidence from outside the function to be classified correctly. Agentic reinforcement learni...

CVE-2026-55391

datamodel-code-generator generates Pydantic v2 models, dataclasses, TypedDict, and msgspec.Struct from OpenAPI, JSON Schema, GraphQL, Avro, Protobuf, and raw JSON, YAML, or CSV. Prior to 0.63.0, datamodel-code-generator validates a URL host once in src/datamodelcodegenerator/http.py through...

CVE-2026-66922

Pivotick used plain JavaScript objects as lookup tables indexed by caller-controlled graph node identifiers in its tree-layout and cycle-detection components. Node identifiers matching properties inherited from Object.prototype, such as constructor, toString, or proto, were not handled as ordinar...

CVE-2026-67173

Pivotick did not validate the URL scheme of node imagePath values derived from graph data before assigning them to SVG image resources. An attacker able to supply crafted graph data could set an image path to a malicious URI. When a victim rendered the affected graph, the browser could resolve th...

CVE-2026-67174

Pivotick contains a DOM-based cross-site scripting vulnerability in its generic UI element resolution and icon-rendering utilities. The tryResolveHTMLElement function treated any resolved string as HTML markup by assigning it to a element through innerHTML. Strings derived from untrusted graph...

CVE-2026-67173

Pivotick exposes a URI handling flaw in graph rendering: node imagePath values derived from graph data are not validated for their URL schemes before being assigned to SVG image resources. An attacker could supply crafted graph data to cause an image path to point to a malicious URI, and when a v...