Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:39:53.089089Z
Paper Citation Record · LEDGER
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
As of 19 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 3 inbound Pith citation observations for arXiv:2506.10323.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:29:39.126319Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T09:54:35.410595Z
Reference resolution
79 of 79 outbound references displayed
- verified exact12
- verified fuzzy37
- unresolved26
- parse uncertain0
- malformed identifier2
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8bde5894-74eb-4c34-a309-f7b9f9346fa4 · outbound
This paper cites The AFL++ fuzzing framework.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space The AFL++ fuzzing framework
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:06.852698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7c6c49b9-3f2b-42a2-b5c9-cd7b4650754d · outbound
This paper cites AFL trophy cases.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space AFL trophy cases
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:06.691984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation de1d0f83-c4bc-4d4e-ae90-04215b52bf3c · outbound
This paper cites antlr/grammars-v4: Grammars written for ANTLR v4.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space antlr/grammars-v4: Grammars written for ANTLR v4
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:06.548031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f7a6d38-9653-46fd-8634-48ebe745e366 · outbound
This paper cites clang.cindex — libclang 16.0.6 documentation.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space clang.cindex — libclang 16.0.6 documentation
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:06.361572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 49c3e4fb-980d-48e1-9fd6-aa820469dc84 · outbound
This paper cites Format string attack | OWASP foundation.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Format string attack | OWASP foundation
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:06.150154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cced9ea5-109c-459d-b414-5df1243c4c89 · outbound
This paper cites fuzzbench: FuzzBench - Fuzzer benchmarking as a service.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space fuzzbench: FuzzBench - Fuzzer benchmarking as a service
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:05.972222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7b288631-aba8-4461-ba81-013c50f34a23 · outbound
This paper cites jsoncpp: A C++ library for interacting with JSON.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space jsoncpp: A C++ library for interacting with JSON
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:05.732961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3fc8b521-ba51-40f2-adbf-50b979e76e85 · outbound
This paper cites NVIDIA A40 GPU for visual computing.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space NVIDIA A40 GPU for visual computing
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:05.536064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 50899890-82a5-4797-bc2d-5201e162ca2e · outbound
This paper cites OSS-Fuzz.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space OSS-Fuzz
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:05.331424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f840d271-43be-4429-b060-a62bf09663d5 · outbound
This paper cites system under test - ISTQB glossary.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space system under test - ISTQB glossary
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:05.162265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3ac9d1e5-455c-42f3-80b1-d9c89f2fd73c · outbound
This paper cites codellama/CodeLlama-13b-python-hf · [AUTOMATED] model memory requirements,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space codellama/CodeLlama-13b-python-hf · [AUTOMATED] model memory requirements,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:04.953670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d435c2e4-2af6-4217-b2a2-35f508efb98d · outbound
This paper cites cvc5/cvc5,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space cvc5/cvc5,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:04.802485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ccc37119-d25c-4cd3-823d-bdf5eb1b5015 · outbound
This paper cites GNOME / librsvg · GitLab,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space GNOME / librsvg · GitLab,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:04.522943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3186494c-f228-48c3-b034-fc9b58d4f8d6 · outbound
This paper cites GNOME/libxml2,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space GNOME/libxml2,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:04.276742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 99688e27-9cde-4dc9-a21b-642b4ad5d242 · outbound
This paper cites google/fuzzing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space google/fuzzing,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:03.987981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2b781279-506e-42d7-a197-80ef9591db9e · outbound
This paper cites python/cpython,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space python/cpython,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:03.720733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e64b3b2c-1926-4f39-ba6d-76e2d27da0fd · outbound
This paper cites Set cover problem,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Set cover problem,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:03.406231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 88e7139a-f4d4-4fb3-9a4d-23f58392eac5 · outbound
This paper cites Cover pages: XML and semantic trans- parency,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Cover pages: XML and semantic trans- parency,
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:46.768396Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ac864da-1320-44fe-8d2c-fbf5d3ecf0bf · outbound
This paper cites google/re2,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space google/re2,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:03.103703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c4a8af8b-370d-4445-ac73-3b087f649fef · outbound
This paper cites sqlparser - crates.io: Rust Package Registry,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space sqlparser - crates.io: Rust Package Registry,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:02.856278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bf7779a2-991f-43a0-ba09-535803c55c17 · outbound
This paper cites A review on grammar-based fuzzing techniques,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space A review on grammar-based fuzzing techniques,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:02.598380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 278e304f-c579-46f5-9054-c6217bbb77f7 · outbound
This paper cites Software engineering for machine learning: a case study,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Software engineering for machine learning: a case study,
Reference 22
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:57.634733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4e8a9f7d-7871-4d39-9837-bca181458006 · outbound
This paper cites DY Fuzzing: Formal Dolev-Yao models meet cryptographic protocol fuzz testing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space DY Fuzzing: Formal Dolev-Yao models meet cryptographic protocol fuzz testing,
Reference 23
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:57.349738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 01fe97ab-39b3-46db-bef0-0380d0be4f3c · outbound
This paper cites Synthesizing program input grammars,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Synthesizing program input grammars,
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:47.325729Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20e91af2-2ee5-42ed-9868-068ba1172e39 · outbound
This paper cites Efficient Training of Language Models to Fill in the Middle.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Efficient Training of Language Models to Fill in the Middle
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:47.400731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 077b1f1d-f596-4993-adb2-7400acf7038d · outbound
This paper cites ‘Synthesizing input grammars’: a replication study,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space ‘Synthesizing input grammars’: a replication study,
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:47.469940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dde8f15d-8ede-4ec8-b66f-63884b0d9d3d · outbound
This paper cites No grammar, no problem: Towards fuzzing the linux kernel without system-call descriptions,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space No grammar, no problem: Towards fuzzing the linux kernel without system-call descriptions,
Reference 27
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:56.953231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3d7828a6-1843-486c-b3f3-ed14a0d79431 · outbound
This paper cites A systematic review of fuzzing techniques,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space A systematic review of fuzzing techniques,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:02.322240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2f3448ff-2f21-4fe1-98b5-330d25c50b72 · outbound
This paper cites SyzGen++: Dependency inference for augmenting kernel driver fuzzing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space SyzGen++: Dependency inference for augmenting kernel driver fuzzing,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:01.991348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a2f730ad-e97c-4eb2-998a-252ff3541997 · outbound
This paper cites One engine to fuzz ’em all: Generic language processor testing with semantic validation,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space One engine to fuzz ’em all: Generic language processor testing with semantic validation,
Reference 30
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:56.674855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d615f2e4-4b6f-4fb3-a273-1fac08728d51 · outbound
This paper cites Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:47.899135Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab1112a6-a7bb-4e88-bc50-7aabc16bc192 · outbound
This paper cites An experimental comparison of edge, edge-pair, and prime path criteria,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space An experimental comparison of edge, edge-pair, and prime path criteria,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:01.736067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5d334edc-c2c1-4ff9-805f-8b44211dd36f · outbound
This paper cites AFL++: combining incremental steps of fuzzing research,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space AFL++: combining incremental steps of fuzzing research,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:01.475935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 07c9033e-68ae-4371-91c8-3f81f4298e86 · outbound
This paper cites SVG and X3D in the context of the XML family and the semantic web,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space SVG and X3D in the context of the XML family and the semantic web,
Reference 35
- Resolution
- verified exact
- doi, observed 2026-08-07T04:39:53.818860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7808be21-a3a0-4c9d-a86b-d9ddb6f2542b · outbound
This paper cites Grammar- based whitebox fuzzing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Grammar- based whitebox fuzzing,
Reference 36
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T04:39:48.419117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caaad96b-2a7a-4d1f-997b-16d45817fb8f · outbound
This paper cites Learn&Fuzz: Machine learning for input fuzzing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Learn&Fuzz: Machine learning for input fuzzing,
Reference 37
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:56.178711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 856d4091-bd12-46fd-991a-4e56897c6a8a · outbound
This paper cites Mining input grammars from dynamic control flow,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Mining input grammars from dynamic control flow,
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:48.698376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe82778a-6b8d-4e09-8d7f-27e70e7830ba · outbound
This paper cites Grammarinator: a grammar-based open source fuzzer,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Grammarinator: a grammar-based open source fuzzer,
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:48.797811Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5eb7935-f47c-4b0b-898b-7f69faa644b8 · outbound
This paper cites Large Language Models for Software Engineering: A Systematic Literature Review.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Large Language Models for Software Engineering: A Systematic Literature Review
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:48.969431Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b580fbc6-8844-44a9-a84f-9586d57b48fe · outbound
This paper cites Mining input grammars from dynamic taints,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Mining input grammars from dynamic taints,
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:49.086758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c65a4c40-ad91-4355-b20f-4d08c1e53e98 · outbound
This paper cites UTopia: Automatic generation of fuzz driver using unit tests,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space UTopia: Automatic generation of fuzz driver using unit tests,
Reference 42
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:55.624491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f168d3f0-27ed-4def-a3fa-61ee63c310c4 · outbound
This paper cites Genetic programming as a means for programming computers by natural selection,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Genetic programming as a means for programming computers by natural selection,
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:49.295615Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70d3eeda-11f2-4b48-8368-dc210e4cdc7c · outbound
This paper cites Learning highly recursive input grammars,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Learning highly recursive input grammars,
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:49.450149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f0e9207-d383-446b-8f4d-fc8f854a39db · outbound
This paper cites Artificial selection methods from evolutionary computing show promise for directed evolution of microbes,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Artificial selection methods from evolutionary computing show promise for directed evolution of microbes,
Reference 45
- Resolution
- verified exact
- doi, observed 2026-08-07T04:39:53.644329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fd204266-4b03-4a8a-a229-c87703979f6c · outbound
This paper cites an unresolved cited work.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:40:01.214345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a72e4654-acca-44ea-b19b-5dcf54fc34e2 · outbound
This paper cites Evolution through Large Models.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Evolution through Large Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:49.830285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72a19e0e-a2ff-406a-a32e-040cc7ede302 · outbound
This paper cites OSS-fuzz-gen: Automated fuzz target generation,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space OSS-fuzz-gen: Automated fuzz target generation,
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:00.915153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 66200221-15c8-49de-a7f3-1a813882d05d · outbound
This paper cites NNSmith: Generating diverse and valid test cases for deep learning compilers,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space NNSmith: Generating diverse and valid test cases for deep learning compilers,
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:49.926678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e4202e4-99da-4d68-a6ef-dd6adae2c128 · outbound
This paper cites Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation,
Reference 50
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T04:39:55.185784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4ae8cfd5-7a4b-4af7-ad3a-defe2ddb18f9 · outbound
This paper cites Data contamination: From memorization to exploitation,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Data contamination: From memorization to exploitation,
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:00.631042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dcd702ed-a491-4b2c-a170-09128fa2660a · outbound
This paper cites Demystify the fuzzing methods: a comprehensive survey,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Demystify the fuzzing methods: a comprehensive survey,
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:50.223253Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13eb5694-d0cd-4526-adbe-d2f8b6a5bb53 · outbound
This paper cites The art, science, and engineering of fuzzing: a survey,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space The art, science, and engineering of fuzzing: a survey,
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:00.338143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b6a48cd2-d4b3-48c6-86c1-e0dcae1c9e4e · outbound
This paper cites FuzzBench: an open fuzzer benchmarking platform and service,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space FuzzBench: an open fuzzer benchmarking platform and service,
Reference 55
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T04:39:54.873421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b8854c77-ae70-4615-b84e-a4d1fbcbd9de · outbound
This paper cites Large Language Models in Cybersecurity: State-of-the-Art.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Large Language Models in Cybersecurity: State-of-the-Art
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:50.441666Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9ad5b0e-ec3b-4c32-b14a-483667332412 · outbound
This paper cites The mutators reloaded: Fuzzing compilers with large language model generated mutation operators,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space The mutators reloaded: Fuzzing compilers with large language model generated mutation operators,
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:40:00.044185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 33ab74c1-faa7-47f2-af43-be880e3d4ca0 · outbound
This paper cites Semantic fuzzing with Zest,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Semantic fuzzing with Zest,
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:50.587962Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1442488-ef19-410a-960f-101e3df1575b · outbound
This paper cites Model compression via distillation and quantization.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Model compression via distillation and quantization
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:50.674151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5534ace5-bf7a-4dfa-884e-168a5320198b · outbound
This paper cites Grammar-based fuzzing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Grammar-based fuzzing,
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:59.749946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 380dd0ab-73e5-4c39-93c9-8a5384deccb6 · outbound
This paper cites Available: https://ieeexplore.ieee.org/abstract/ document/8636353.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Available: https://ieeexplore.ieee.org/abstract/ document/8636353
Reference 61
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:54.536319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c90ad515-ca58-41fd-b9d6-00e0fbee3329 · outbound
This paper cites SoK: Prudent evaluation practices for fuzzing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space SoK: Prudent evaluation practices for fuzzing,
Reference 62
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T04:39:54.259066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 44d82934-7f92-4e5c-8212-cb36e138a271 · outbound
This paper cites Input invariants,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Input invariants,
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:50.958610Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0de65647-d956-43f1-8146-eecdfb2edea9 · outbound
This paper cites Language-based software testing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Language-based software testing,
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:51.103824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6199444-a3d4-4031-a79b-1b088c80e09e · outbound
This paper cites sqlite/sqlite,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space sqlite/sqlite,
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:59.555985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 95f43933-17a4-4878-8ae4-850c27eb00b6 · outbound
This paper cites Expectation vs. experience: evaluating the usability of code generation tools powered by large language models,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Expectation vs. experience: evaluating the usability of code generation tools powered by large language models,
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:51.345142Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ba1fe71-c2ad-4cdc-8378-04a9075ef7e0 · outbound
This paper cites Can Large Language Models Write Good Property-Based Tests?.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Can Large Language Models Write Good Property-Based Tests?
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:51.464398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36a32870-61d4-43eb-88ba-feb1a25c81bb · outbound
This paper cites A systematic review of fuzzing based on machine learning techniques,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space A systematic review of fuzzing based on machine learning techniques,
Reference 68
- Resolution
- verified exact
- doi, observed 2026-08-07T04:39:53.440826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 109d7ff6-5d6e-49bc-9583-73f3f0310f60 · outbound
This paper cites Not all coverage measurements are equal: Fuzzing by coverage accounting for input prioritization.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Not all coverage measurements are equal: Fuzzing by coverage accounting for input prioritization
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:59.343198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2a257b71-5a84-4d2f-972d-460fa7dbf900 · outbound
This paper cites Jenetics: Java genetic algorithm library.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Jenetics: Java genetic algorithm library
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:59.056717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9035d2f8-3dc6-43fa-bf79-9793f540bfab · outbound
This paper cites Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:51.964506Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 499b5890-e62d-49e7-ab01-ac02285b9c4d · outbound
This paper cites Fuzz4All: Universal fuzzing with large language models,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Fuzz4All: Universal fuzzing with large language models,
Reference 72
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T04:39:52.116718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7d236be-992a-4064-954e-d57f87b95c05 · outbound
This paper cites Large language models for cyber security: a systematic literature review,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Large language models for cyber security: a systematic literature review,
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:52.285688Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation effc4ef0-9c3e-48ba-ba40-c179d1ca55f3 · outbound
This paper cites Finding and un- derstanding bugs in C compilers,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Finding and un- derstanding bugs in C compilers,
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:58.806030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ae8d0d76-6097-487e-a625-9107fea85bf9 · outbound
This paper cites Zeller, R.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Zeller, R
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:58.631346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 60133ed0-2342-4e57-aeb2-511a1ea8f2a6 · outbound
This paper cites How effective are they? Exploring large language model based fuzz driver generation,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space How effective are they? Exploring large language model based fuzz driver generation,
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:58.397524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b92e478e-fcb1-4507-a4ec-90e7d4cd5a31 · outbound
This paper cites FixReverter: a realistic bug injection methodology for benchmarking fuzz testing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space FixReverter: a realistic bug injection methodology for benchmarking fuzz testing,
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:57.841661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5d377695-2d22-4d1c-90c1-ef62462b9cd3 · outbound
This paper cites IntelliGen: automatic driver synthesis for fuzz testing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space IntelliGen: automatic driver synthesis for fuzz testing,
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:39:58.134928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 85517f17-6869-4855-ba34-be8e47af240d · outbound
This paper cites Fuzzing: a survey for roadmap,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Fuzzing: a survey for roadmap,
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:53.089089Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63aa5880-ed3c-4239-9f1f-57d00fad2afa · outbound
This paper cites A systematic review of fuzzing,.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space A systematic review of fuzzing,
Reference 80
- Resolution
- verified exact
- doi, observed 2026-08-07T04:39:53.247802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b614bfbc-1e41-4caa-919a-69cc9ff68c45 · outbound
This paper cites 2024, pp.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space 2024, pp
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:52.742018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 2c71f2ea-27d7-48e5-ad22-4ee429e20808 · inbound
Locus: Agentic Predicate Synthesis for Directed Fuzzing cites this paper.
Locus: Agentic Predicate Synthesis for Directed Fuzzing ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:29:39.126319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97a81bfd-5b9f-4465-afe6-65cece26d273 · inbound
Knowdit: Agentic Smart Contract Vulnerability Detection with Auditing Knowledge Summarization cites this paper.
Knowdit: Agentic Smart Contract Vulnerability Detection with Auditing Knowledge Summarization ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T17:39:42.764726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fffcab5a-af6e-4ca4-9e62-4da4fce89204 · inbound
Cybersecurity is the True Frontier for Generative AI Success or Failure cites this paper.
Cybersecurity is the True Frontier for Generative AI Success or Failure ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T09:54:35.412057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.