# 0xricksanchez/paper_collection

Academic papers related to fuzzing, binary analysis, and exploit dev, which I want to read or have already read

Repository: https://github.com/0xricksanchez/paper_collection
Canonical: https://ross.abutalabs.com/products/paper_collection
Homepage: https://aischolar.0x434b.dev/
Language: Python
License Family: other
Topics: fuzzing, paper, exploitation, linux, kernel, mitigations, iot, embedded, linux-kernel, sanitizer, vulnerability-detection, fuzzing-binaries, guided-fuzzing, directed-fuzzing, hybrid-fuzzing, rca, root-cause
Last push: 2025-02-21T10:02:19+00:00

## Health v2 (maintenance only)
Score: 35/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 7, release rhythm 35, longevity 100
- inputs: {"age_days": 2413, "days_push": 558, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1362, forks 128 (observed 2026-08-28T04:04:30.325629+00:00)

## What it is
A curated, continuously updated collection of academic papers on fuzzing, binary analysis, IoT/firmware security, and exploit development, organized by topic with personal read tags. It serves as a research reading list for offensive-security and vulnerability-research topics.

## Use cases
- find academic papers on coverage-guided fuzzing
- reading list for binary analysis research
- learn about kernel and IoT fuzzing techniques
- keep up with new fuzzing and exploitation papers
- find surveys and SoKs on vulnerability detection
- research directed and hybrid fuzzing approaches
- study sanitizer and root-cause analysis literature

## When to choose
- you want a curated, categorized list of security research papers
- you are a security researcher or student studying fuzzing or binary analysis
- you want community-maintained pointers to arXiv and conference papers

## When to avoid
- you need fuzzing tools or code, not papers
- you want a comprehensive exhaustive bibliography rather than a personal curated list
- you need non-security academic literature

## Facets
- artifact type: learning-resource
- maturity: active
- function: security, developer-tools
- domain: security, tutorials, awesome-lists, developer-tools
- platform: cross-platform
- tags: fuzzing, binary-analysis, exploitation, academic-papers, reading-list, vulnerability-research, iot-security, kernel-security, curated-list

## Member repositories
- 0xricksanchez/paper_collection (main) score 35

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:30.325629+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:41:27.777162+00:00, confidence not recorded.
  - readme: https://github.com/0xricksanchez/paper_collection (fetched 2026-08-28T04:04:30.325629+00:00, sha d4bb5f0bc57d)
  - homepage: https://aischolar.0x434b.dev/ (fetched 2026-08-29T11:59:01.457118+00:00, sha 48bbe4de12e5)
- Data as of 2026-08-30T08:39:29.467469+00:00.