IDS Packet Processing Memory-Safety Code Benchmark

#code verification #memory-safety analysis #vulnerability detection #code understanding #IDS/IPS code auditing #network intrusion detection #packet-processing security #vulnerability analysis

9630
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-05

AI Analysis & Value Prop

This benchmark contains C, C++, and other source-code samples from IDS/IPS systems focused on packet reading and parsing, buffer operations, pointer use, and memory ownership. It covers memory-safety issues such as out-of-bounds access, use-after-free, null-pointer use, and missing length checks. Structured annotations include packet operations, length-check and ownership analyses, security verdicts, and vulnerability labels, supporting code understanding, security-property verification, and vulnerability detection. It is suitable for security code audits, static-analysis evaluation, and research on secure code models.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
source_code	string	IDS/IPS packet-processing source code, including C and C++ samples, to be analyzed.
is_vulnerable	boolean	Indicates whether the analysis identifies an exploitable or potential memory-safety vulnerability.
confidence_score	number	Numerical score indicating confidence in the memory-safety analysis conclusion.
security_verdict	string	Overall assessment of the source sample's memory-safety properties.
inferred_language	string	Programming language inferred from the source syntax and file characteristics.
packet_operations	array	Packet operations identified in the source code, such as reading, parsing, copying, slicing, or forwarding.
ownership_analysis	object	Analysis of dynamic memory allocation and deallocation, including pointer ownership transfers.
length_check_analysis	object	Analysis of checks for packet lengths, buffer capacities, and memory-copy boundaries.
memory_safety_findings	array	Out-of-bounds access, use-after-free, null-pointer use, or other memory-safety issues identified in the source code.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What code and security issues does the dataset cover?: The dataset contains C, C++, and other source-code samples related to packet processing in IDS/IPS systems. Samples cover packet reading, parsing, copying, slicing, or forwarding, as well as buffer and pointer operations. Key risks include out-of-bounds access, use-after-free, null-pointer use, and missing length checks.

What analysis annotations are provided?: Fields include packet operations, memory-safety findings, length-check analysis, ownership analysis, a security verdict, a vulnerability label, and an analysis confidence score. These annotations support training and evaluation for code understanding, code verification, and vulnerability detection.

How can I access and use the dataset?: Check the dataset page or the provider's designated channel for available download and access options. Before use, verify the data format, sample coverage, and compatibility with your training or evaluation workflow, then parse and preprocess the data as needed.

What are the licensing terms?: Licensing, commercial-use, and redistribution terms are determined by the license agreement or listing provided by the dataset publisher. When using code samples, also follow the applicable licenses of their source projects and relevant security research practices.

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Cite this Work

@dataset{Mobiusi2026,
  title={IDS Packet Processing Memory-Safety Code Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/c117e5bfd9dae48a7fc6167ef676fd70},
  urldate={2026-10-27},
  keywords={IDS code security,packet-processing code,memory-safety benchmark,C/C++ vulnerability detection,security code auditing,out-of-bounds detection,use-after-free detection,code verification dataset},
  version={1.0}
}

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