DCVD

project/ ├── train.py ├── dataloader.py ├── README.md ├── requirements.txt ├── models/ │ ├── controlpathway.py │ ├── semanticpathway.py │ ├── featurefusionmodule.py │ ├── transformerllmmodule.py │ └── multitaskpredictor.py Data and Model Sources Dataset We use the LineVul dataset for vulnerabilit...

CVE-2026-44031 Uncontrolled recursion in the DCMTK DICOM dataset parser allows unauthenticated remote denial of service

Uncontrolled recursion in DcmSequenceOfItems::read and DcmItem::read in the dcmdata library of OFFIS DCMTK 3.7.0 allows a remote, unauthenticated attacker to cause a denial of service stack exhaustion and process crash via a DICOM dataset containing deeply nested sequences SQ elements. The datase...

OurSharePoint-CVE-2025-53770

OurSharePoint — CVE-2025-53770 PoC Self-contained, single-binary SharePoint RCE tool. Generates a TypeConfuseDelegate gadget chain as raw MS-NRBF bytes no ysoserial.exe, wraps it in a DataSet deserialization payload, and delivers it over HTTP using the authentication bypass — all in one shot...

PT-2026-107993

Name of the Vulnerable Software and Affected Versions Dislocker versions prior to 0.7.4 Description A heap out-of-bounds read occurs in the get dataset and get next datum functions because dataset and datum sizes are not validated against the metadata allocation. An attacker can create a BitLocke...

CISB-Bench: An Auditable Source--IR Dataset of Compiler-Introduced Security Bugs

Compiler-introduced security bugs CISBs arise when an optimization, lowering, or instrumentation decision changes a security-relevant property of the generated program. They are difficult to study because their evidence is distributed across issue reports, reduced tests, historical configurations...

ANT: A Multi-Granularity Network Traffic Dataset and Benchmark for Agents Behavior Auditing

The growing adoption of large language model LLM agents creates a need for network administrators and security teams to audit agent behavior within organizational networks without inspecting private user content. Network traffic offers an observable source of evidence, but how much it reveals abo...

A Function-Level Dataset of Vulnerable and Fixed Source Code in JavaScript and TypeScript

JavaScript and TypeScript are widely used in modern web development, making their security critical; however, automated vulnerability detection is often constrained by the availability of high-quality training data. Here we present JsVul, a dataset curated from seven major sources. Unlike generic...

CVE-2026-69146

A flaw was found in MLflow, an open-source AI engineering platform. An authenticated user could bypass authorization controls by sending requests to the LogInputs endpoint for another user's data. This allowed the user to inject unauthorized data records into the dataset lineage metadata, leading...

CVE-2026-65178

NVIDIA NeMo contains a vulnerability in its dataset-loading workflow where a maliciously crafted modelconfig.yaml can inject unsafe parameters. A successful exploit of this vulnerability may lead to code execution, data tampering, denial of service, and information disclosure...

CVE-2026-65178

NVIDIA NeMo contains a vulnerability in its dataset-loading workflow where a maliciously crafted model_config.yaml file can be used to inject unsafe parameters. This issue is associated with CWE-502 (Deserialization of Untrusted Data). A successful exploit could lead to code execution , data tamp...

EUVD-2026-84405

NVIDIA NeMo contains a vulnerability in its dataset-loading workflow where a maliciously crafted modelconfig.yaml can inject unsafe parameters. A successful exploit of this vulnerability may lead to code execution, data tampering, denial of service, and information disclosure...

CVE-2026-65178

NVIDIA NeMo contains a vulnerability in its dataset-loading workflow where a maliciously crafted modelconfig.yaml can inject unsafe parameters. A successful exploit of this vulnerability may lead to code execution, data tampering, denial of service, and information disclosure...

CVE-2026-65178

NVIDIA NeMo contains a vulnerability in its dataset-loading workflow where a maliciously crafted modelconfig.yaml can inject unsafe parameters. A successful exploit of this vulnerability may lead to code execution, data tampering, denial of service, and information disclosure...

CVE-2026-65178: Deserialization of Untrusted Data

NVIDIA NeMo contains a vulnerability in its dataset-loading workflow where a maliciously crafted modelconfig.yaml can inject unsafe parameters. A successful exploit of this vulnerability may lead to code execution, data tampering, denial of service, and information disclosure...

CVE-2026-57225: NULL Pointer Dereference

Suricata is a network Intrusion Detection System, Intrusion Prevention System and Network Security Monitoring engine. From 8.0.0 until 8.0.6, src/datasets-context-json.c assumes that a configured JSON or NDJSON dataset valuekey resolves to a string. A trusted or untrusted dataset or rule feed...

CVE-2026-92816

ComfyUI before 0.30.0 fails to sanitize foldername input in dataset save nodes, allowing attackers to write files to arbitrary paths outside the output directory. Attackers can load a crafted workflow that writes attacker-controlled content to arbitrary locations, enabling code execution through...

CVE-2026-92816

ComfyUI versions before 0.30.0 contain a path traversal vulnerability in dataset save nodes (comfy_extras/nodes_dataset.py). The folder_name input is not properly sanitized, allowing an attacker to write files to arbitrary paths outside the intended output directory. By loading a crafted workflow...

EUVD-2026-81074

ComfyUI before 0.30.0 fails to sanitize foldername input in dataset save nodes, allowing attackers to write files to arbitrary paths outside the output directory. Attackers can load a crafted workflow that writes attacker-controlled content to arbitrary locations, enabling code execution through...

CVE-2026-92816 ComfyUI before 0.30.0 Path Traversal via dataset save nodes

ComfyUI before 0.30.0 fails to sanitize foldername input in dataset save nodes, allowing attackers to write files to arbitrary paths outside the output directory. Attackers can load a crafted workflow that writes attacker-controlled content to arbitrary locations, enabling code execution through...

CVE-2026-92816 ComfyUI before 0.30.0 Path Traversal via dataset save nodes

ComfyUI before 0.30.0 fails to sanitize foldername input in dataset save nodes, allowing attackers to write files to arbitrary paths outside the output directory. Attackers can load a crafted workflow that writes attacker-controlled content to arbitrary locations, enabling code execution through...