Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T21:49:07.877469Z
Paper Citation Record · LEDGER
Contextualizing Sink Knowledge for Java Vulnerability Discovery
As of 5 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2604.01645.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T09:45:06.217817Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T03:46:32.357608Z
Reference resolution
62 of 62 outbound references displayed
- verified exact3
- verified fuzzy52
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d5128247-a79e-4c75-a141-4b30d20202e8 · outbound
This paper cites Apache Log4j vulnerability guidance.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Apache Log4j vulnerability guidance
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.825139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8584d474-6c96-4c9d-abb2-a9a3f77c9c8c · outbound
This paper cites Jazzer: Coverage-guided, in-process fuzzing for the JVM.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Jazzer: Coverage-guided, in-process fuzzing for the JVM
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.707121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3d04cb00-e9dc-4b0e-aa29-6d4e4488fcf2 · outbound
This paper cites JQF: Coverage-guided property- based testing in Java.
Contextualizing Sink Knowledge for Java Vulnerability Discovery JQF: Coverage-guided property- based testing in Java
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.769616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 35683e02-faeb-4e49-8083-c68938269a27 · outbound
This paper cites FUGIO: Automatic exploit generation for PHP object injection vulnerabilities.
Contextualizing Sink Knowledge for Java Vulnerability Discovery FUGIO: Automatic exploit generation for PHP object injection vulnerabilities
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.799937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 99ff3434-bc3e-43fe-8c35-3b0c323930fa · outbound
This paper cites ODDFuzz: Discovering Java deserialization vulnerabilities via structure-aware directed greybox fuzzing.
Contextualizing Sink Knowledge for Java Vulnerability Discovery ODDFuzz: Discovering Java deserialization vulnerabilities via structure-aware directed greybox fuzzing
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.702903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9a411a42-4b45-478a-aec0-d25728f4ddb3 · outbound
This paper cites Where URLs become weapons: Automated discovery of SSRF vulnerabilities in web applications.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Where URLs become weapons: Automated discovery of SSRF vulnerabilities in web applications
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.933643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6f1c5104-758c-45a8-b4a2-ef5f81c8a639 · outbound
This paper cites Remote code execution from SSTI in the sandbox: Automatically detecting and exploiting template escape bugs.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Remote code execution from SSTI in the sandbox: Automatically detecting and exploiting template escape bugs
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.788652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 38d7f7b2-537c-47d7-b4bc-793c4aecf66b · outbound
This paper cites Efficient detection of Java deserialization gadget chains via bottom-up gadget search and dataflow-aided payload construction.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Efficient detection of Java deserialization gadget chains via bottom-up gadget search and dataflow-aided payload construction
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.891098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c081490d-3608-4c12-8361-27c7dca3cf2b · outbound
This paper cites Huang, L.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Huang, L
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.754225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 70c35a2b-250a-4f77-bb36-60da41faddff · outbound
This paper cites an unresolved cited work.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T23:08:26.828894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fc602b9a-884a-46f3-8c07-d9f88ea7fc40 · outbound
This paper cites Toss a fault to your Witcher: Applying grey-box coverage-guided mutational fuzzing to detect SQL and command injection vulnerabilities.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Toss a fault to your Witcher: Applying grey-box coverage-guided mutational fuzzing to detect SQL and command injection vulnerabilities
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.814816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7ceff13c-c4b7-47e6-8cef-8098b45829ed · outbound
This paper cites Atropos: Effective fuzzing of web applications for server-side vulnerabilities.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Atropos: Effective fuzzing of web applications for server-side vulnerabilities
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.956683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 62b21b00-0ca9-4c62-94dd-cdb5a2e7a955 · outbound
This paper cites Predator: Directed web application fuzzing for efficient vulnerability validation.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Predator: Directed web application fuzzing for efficient vulnerability validation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.901385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0f01414d-cc67-41b3-9866-180ac00d49be · outbound
This paper cites Semantic code analysis engine.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Semantic code analysis engine
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.719225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d4860ba-2ff9-4884-a081-3c02e7f08b54 · outbound
This paper cites OSS-CRS: Open Source Cyber Reasoning System.
Contextualizing Sink Knowledge for Java Vulnerability Discovery OSS-CRS: Open Source Cyber Reasoning System
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.810974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 33f1d2ac-a095-43c6-a93a-bd47e7b5b98e · outbound
This paper cites Jazzer sanitizers.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Jazzer sanitizers
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.821777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b8a8f09f-4c18-49bf-b53a-0e067116ecc6 · outbound
This paper cites libFuzzer – value profile.
Contextualizing Sink Knowledge for Java Vulnerability Discovery libFuzzer – value profile
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.859563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cb903b47-ce0b-47ee-9cc9-9240b5cecf34 · outbound
This paper cites OSS-Fuzz: Continuous fuzzing for open source software.
Contextualizing Sink Knowledge for Java Vulnerability Discovery OSS-Fuzz: Continuous fuzzing for open source software
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.949084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a4ba269f-6fd1-49a3-b171-5c4aed57020c · outbound
This paper cites LangChain.
Contextualizing Sink Knowledge for Java Vulnerability Discovery LangChain
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.952554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7c6f5d5c-9b3c-469d-b4fe-bbcdceb4e09b · outbound
This paper cites LangGraph.
Contextualizing Sink Knowledge for Java Vulnerability Discovery LangGraph
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.841043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ad6bcec7-8cea-45a3-b578-f6590cc14678 · outbound
This paper cites Joern: The bug hunter’s workbench.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Joern: The bug hunter’s workbench
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.945469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9d6c4f9-2c7d-42fc-8f0c-bfee3145afc5 · outbound
This paper cites Optimization of object-oriented programs using static class hierarchy analysis.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Optimization of object-oriented programs using static class hierarchy analysis
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.852470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 05eff211-2320-4819-8bb0-91f3daa46b47 · outbound
This paper cites Fast static analysis of C++ virtual function calls.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Fast static analysis of C++ virtual function calls
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.897291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 68a71a16-d060-446e-92bd-1acf6bb6f6c6 · outbound
This paper cites IRIS: LLM-assisted static analysis for detecting security vulnerabilities.
Contextualizing Sink Knowledge for Java Vulnerability Discovery IRIS: LLM-assisted static analysis for detecting security vulnerabilities
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.711511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5e0d1849-9f7b-4554-afeb-3ad103d46057 · outbound
This paper cites DARPA AI Cyber Challenge (AIxCC).
Contextualizing Sink Knowledge for Java Vulnerability Discovery DARPA AI Cyber Challenge (AIxCC)
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.941403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 54b668e6-62eb-46b8-82c2-1a2d136e372b · outbound
This paper cites Amazon EC2 on-demand pricing.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Amazon EC2 on-demand pricing
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.909494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c3a6e857-0f62-4b86-869d-cac497e69583 · outbound
This paper cites SoK: DARPA’s AI Cyber Challenge (AIxCC): Competition Design, Archi- tectures, and Lessons Learned.
Contextualizing Sink Knowledge for Java Vulnerability Discovery SoK: DARPA’s AI Cyber Challenge (AIxCC): Competition Design, Archi- tectures, and Lessons Learned
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.735338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2cdde660-1629-43a1-be74-5a306256a687 · outbound
This paper cites OSS- Fuzz-Gen: Automated fuzz target generation.
Contextualizing Sink Knowledge for Java Vulnerability Discovery OSS- Fuzz-Gen: Automated fuzz target generation
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.777267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fbe6c6e6-d52c-43bc-8eb2-6989adbf2fe6 · outbound
This paper cites ysoserial: A proof-of-concept tool for generating payloads that exploit unsafe Java object deserializa- tion.
Contextualizing Sink Knowledge for Java Vulnerability Discovery ysoserial: A proof-of-concept tool for generating payloads that exploit unsafe Java object deserializa- tion
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.863200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 69eaf645-847f-4ca8-896e-2c5790497189 · outbound
This paper cites recheck: The trustworthy ReDoS checker.
Contextualizing Sink Knowledge for Java Vulnerability Discovery recheck: The trustworthy ReDoS checker
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.928758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 56ca71cd-cbec-42c4-a1a4-f95ccaa7bd14 · outbound
This paper cites Atheris: A coverage-guided, native Python fuzzer.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Atheris: A coverage-guided, native Python fuzzer
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.715761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 114a1800-f3b3-4f00-b388-8ad1b4bb6d8d · outbound
This paper cites go-fuzz: Randomized testing for Go.
Contextualizing Sink Knowledge for Java Vulnerability Discovery go-fuzz: Randomized testing for Go
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.913377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b92819ac-f2c0-4ed9-ac41-a6b3f87ceeb2 · outbound
This paper cites A hybrid analysis to detect Java se- rialisation vulnerabilities.
Contextualizing Sink Knowledge for Java Vulnerability Discovery A hybrid analysis to detect Java se- rialisation vulnerabilities
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.818472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8ae1ccfd-ebd9-4e3e-8e49-ce2a47fccfdc · outbound
This paper cites Improving Java deserialization gadget chain mining via overriding-guided object generation.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Improving Java deserialization gadget chain mining via overriding-guided object generation
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.807563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9bc6d129-0d71-4368-a98c-9fe29f85b753 · outbound
This paper cites Automated discovery of deserialization gadget chains.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Automated discovery of deserialization gadget chains
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.761264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e383cb5e-1b2d-487f-ac19-d52e25c7fb69 · outbound
This paper cites Acquirer: A hybrid approach to detecting algorithmic complexity vulnerabilities.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Acquirer: A hybrid approach to detecting algorithmic complexity vulnerabilities
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.746919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f838cd26-2cb1-42c1-b955-0311a6ec4c07 · outbound
This paper cites HotFuzz: Discovering temporal and spatial denial-of-service vulnerabilities through guided micro-fuzzing.
Contextualizing Sink Knowledge for Java Vulnerability Discovery HotFuzz: Discovering temporal and spatial denial-of-service vulnerabilities through guided micro-fuzzing
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.765722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ce133424-f7ba-46c5-98bf-714626b38f7c · outbound
This paper cites UChecker: Automatically detecting PHP-based unrestricted file upload vulnerabilities.
Contextualizing Sink Knowledge for Java Vulnerability Discovery UChecker: Automatically detecting PHP-based unrestricted file upload vulnerabilities
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.694338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 149ba374-8828-433b-aa12-886b98584576 · outbound
This paper cites FUSE: Finding file upload bugs via penetration testing.
Contextualizing Sink Knowledge for Java Vulnerability Discovery FUSE: Finding file upload bugs via penetration testing
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.699108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8670ac22-067a-43c0-b3ac-877f8eaa15dd · outbound
This paper cites Undefined-oriented programming: De- tecting and chaining prototype pollution gadgets in Node.js template engines for malicious consequences.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Undefined-oriented programming: De- tecting and chaining prototype pollution gadgets in Node.js template engines for malicious consequences
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.743029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4a78d337-ba1b-44a5-87ed-ec28ae6f4bff · outbound
This paper cites Detecting Node.js prototype pollution vulnerabilities via object lookup analysis.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Detecting Node.js prototype pollution vulnerabilities via object lookup analysis
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.784950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 72bcf104-5ae6-4e12-b8e6-5ad299901c11 · outbound
This paper cites Silent spring: Pro- totype pollution leads to remote code execution in Node.js.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Silent spring: Pro- totype pollution leads to remote code execution in Node.js
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.905434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bcbddd9c-deda-4581-b6c6-8b5d6d491df5 · outbound
This paper cites webFuzz: Grey-box fuzzing for web ap- plications.
Contextualizing Sink Knowledge for Java Vulnerability Discovery webFuzz: Grey-box fuzzing for web ap- plications
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.868843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8665d2ed-82ef-4dfd-9416-0668944fe846 · outbound
This paper cites BackREST: A Model-Based Feedback-Driven Greybox Fuzzer for Web Applications.
Contextualizing Sink Knowledge for Java Vulnerability Discovery BackREST: A Model-Based Feedback-Driven Greybox Fuzzer for Web Applications
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T21:53:19.956763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 431dd0d1-dd4e-4864-847a-0f38254ff83c · outbound
This paper cites Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.731506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2c5dd2b9-02e2-457f-aa4d-b6231d81f268 · outbound
This paper cites Fuzz4ALL: Universal fuzzing with large language models.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Fuzz4ALL: Universal fuzzing with large language models
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.837575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d8772dc-e44c-4d76-8b66-7bddf142f8f7 · outbound
This paper cites CodaMosa: Escaping coverage plateaus in test generation with pre-trained large language models.
Contextualizing Sink Knowledge for Java Vulnerability Discovery CodaMosa: Escaping coverage plateaus in test generation with pre-trained large language models
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.856104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 569570ca-805c-4d32-8ba8-c85e87b48f2f · outbound
This paper cites Harnessing Large Language Models for Seed Generation in Greybox Fuzzing.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Harnessing Large Language Models for Seed Generation in Greybox Fuzzing
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T21:53:19.954091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b134a14e-9f77-4512-86ed-965a5c186aa7 · outbound
This paper cites an unresolved cited work.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T23:08:26.780767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 71468783-a201-4aab-ad33-bb2d9a8e123c · outbound
This paper cites Augmenting Greybox Fuzzing with Generative AI.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Augmenting Greybox Fuzzing with Generative AI
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T21:53:19.951593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 54b2bd9c-500f-49a4-93d0-4336a9c3addc · outbound
This paper cites Large language model guided protocol fuzzing.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Large language model guided protocol fuzzing
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.726863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 726302ec-2db8-43c4-97d3-d4d4f50bcd04 · outbound
This paper cites WhiteFox: White-box compiler fuzzing empowered by large lan- guage models.
Contextualizing Sink Knowledge for Java Vulnerability Discovery WhiteFox: White-box compiler fuzzing empowered by large lan- guage models
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.960295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cf659793-9069-4b64-9bb9-e254a614dde1 · outbound
This paper cites an unresolved cited work.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T23:08:26.722684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 21d765dd-46a5-4701-98a8-384056af0a68 · outbound
This paper cites OSS- Fuzz-Gen: Automated fuzz target generation.
Contextualizing Sink Knowledge for Java Vulnerability Discovery OSS- Fuzz-Gen: Automated fuzz target generation
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.937646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6f914221-0c28-49c5-b4ac-09d70f26d17c · outbound
This paper cites How effective are they? Exploring large language model based fuzz driver generation.
Contextualizing Sink Knowledge for Java Vulnerability Discovery How effective are they? Exploring large language model based fuzz driver generation
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.963904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e8160cd6-32f0-4ee3-b57b-48523273c639 · outbound
This paper cites Prompt fuzzing for fuzz driver generation.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Prompt fuzzing for fuzz driver generation
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.848118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7b06ba9c-8975-4203-8fec-2ffa14542abd · outbound
This paper cites an unresolved cited work.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T23:08:26.923900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6eae8766-420c-4791-8636-8fa006d20c7d · outbound
This paper cites an unresolved cited work.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T23:08:26.739057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 559dce1e-ddc4-4a24-8940-c8cfa7e37aae · outbound
This paper cites an unresolved cited work.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T23:08:26.773149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 200628be-e235-44f2-b07c-a74f27f18f77 · outbound
This paper cites an unresolved cited work.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T23:08:26.792198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0856b8dc-223f-4107-90c5-6fcae89152e9 · outbound
This paper cites Some cheaper, open-source models may do better in terms of exploita- tion success, but internal working effectiveness remains overlooked, casting a shadow on performance.
Contextualizing Sink Knowledge for Java Vulnerability Discovery Some cheaper, open-source models may do better in terms of exploita- tion success, but internal working effectiveness remains overlooked, casting a shadow on performance
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.796182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 78150d6f-88a4-479a-ac3b-31f6ac3cc043 · outbound
This paper cites While a set of state-of-the-art industry tools is considered, those academic works are overlooked, leaving the technical advancement unclear.
Contextualizing Sink Knowledge for Java Vulnerability Discovery While a set of state-of-the-art industry tools is considered, those academic works are overlooked, leaving the technical advancement unclear
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:08:26.803771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 01b93ed7-f38e-4fd8-b444-363d09f9507c · inbound
FORGE: Multi-Agent Graduated Exploitation and Detection Engineering cites this paper.
FORGE: Multi-Agent Graduated Exploitation and Detection Engineering Contextualizing Sink Knowledge for Java Vulnerability Discovery
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T03:46:32.359401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.