Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:08:09.626460Z
Paper Citation Record · LEDGER
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis
As of 20 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2506.17798.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
82 of 82 outbound references displayed
- verified exact2
- verified fuzzy71
- unresolved8
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7f3ebf73-7a27-46bd-ab9d-2b80cd86a062 · outbound
This paper cites https://nvd.nist.gov/ vuln/detail/CVE-2020-5408, May 2020.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis https://nvd.nist.gov/ vuln/detail/CVE-2020-5408, May 2020
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:08:09.231026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e2b0953-80a8-4645-8edd-e5bbc059fd19 · outbound
This paper cites https://owasp.org/ www-project-dependency-check/ , 2020.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis https://owasp.org/ www-project-dependency-check/ , 2020
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:08:09.235974Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf303e7c-8994-4ef5-bed8-dc98389f8ac1 · outbound
This paper cites https: //www.csoonline.com/article/3191947/ supply-chain-attacks-show-why-you-should-be-wary-of-third-party-providers.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis https: //www.csoonline.com/article/3191947/ supply-chain-attacks-show-why-you-should-be-wary-of-third-party-providers
Reference 3
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T19:08:09.798967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fcecabb0-ca63-4bab-bc6e-4bcdbba32d1c · outbound
This paper cites https://docs.npmjs.com/cli/v9/ commands/npm-audit, 2023.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis https://docs.npmjs.com/cli/v9/ commands/npm-audit, 2023
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:11.001975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 22854152-d0d3-4b82-9f64-0fc0f8392817 · outbound
This paper cites https://nvd.nist.gov, 2023.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis https://nvd.nist.gov, 2023
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.985848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 01c01720-912a-4e3b-b096-aa25c64f938e · outbound
This paper cites https://docs.snyk.io/ snyk-cli/commands/test, 2023.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis https://docs.snyk.io/ snyk-cli/commands/test, 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.970785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 85b48abd-6a7d-4392-9d17-0e3486ac8cf3 · outbound
This paper cites Meta llama 3.1 announcement.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Meta llama 3.1 announcement
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.955947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ebf827e8-949f-4c22-adcb-6515b08b5d10 · outbound
This paper cites V oyage code 3.https://blog.voyageai.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis V oyage code 3.https://blog.voyageai
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.940179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d8d5fff4-8043-430a-9f46-95c91a4640c8 · outbound
This paper cites Claude sonnet.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Claude sonnet
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.924397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f78c465a-87c5-4fe8-82e5-213bdb8afcf1 · outbound
This paper cites MySqlJdbcUrl.java.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis MySqlJdbcUrl.java
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.909684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1b4fec79-04c2-428c-acc6-ca702e3f709f · outbound
This paper cites Apache Log4j ™.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Apache Log4j ™
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.893133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 02bd114d-7393-4505-b92e-d1e19d413e1d · outbound
This paper cites an unresolved cited work.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T19:08:10.877771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 789eb00e-5ece-4c00-8376-1bfe806557e6 · outbound
This paper cites User- Controller.java - Apache Kylin.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis User- Controller.java - Apache Kylin
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.831422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b21cccf5-587c-45ad-90f0-d52761cccd7e · outbound
This paper cites Kyli- nUserService.java - Apache Kylin.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Kyli- nUserService.java - Apache Kylin
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.846907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b5d75297-ddbb-4782-9910-948d97553759 · outbound
This paper cites Cryptollm: Harnessing the power of llms to detect cryp- tographic api misuse.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Cryptollm: Harnessing the power of llms to detect cryp- tographic api misuse
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.815300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation de680752-2513-4781-9828-11dfdb327604 · outbound
This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:08:09.303477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9be4e51-d57e-4938-8bb8-17020d0fe299 · outbound
This paper cites When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.782266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3c003e9b-1238-487a-a08b-6f942fda6c5c · outbound
This paper cites Coca: Improving and explain- ing graph neural network-based vulnerability detection systems.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Coca: Improving and explain- ing graph neural network-based vulnerability detection systems
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.798045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b75c7660-b709-4301-a2eb-cc0e48d7d90b · outbound
This paper cites an unresolved cited work.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T19:08:10.749109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 22f4341b-773a-4dc0-9b87-5ecc6f0b043c · outbound
This paper cites How about bug-triggering paths?- understanding and characterizing learning-based vulner- ability detectors.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis How about bug-triggering paths?- understanding and characterizing learning-based vulner- ability detectors
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.765598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0ad3f208-e8bc-4239-acf2-640575b37b61 · outbound
This paper cites {PentestGPT}: Evaluating and harnessing large language models for automated penetration testing.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis {PentestGPT}: Evaluating and harnessing large language models for automated penetration testing
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:08:09.340770Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dff695e-6392-4400-b2f9-36ddea3dcc55 · outbound
This paper cites Bugtreemodel.java.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Bugtreemodel.java
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.732142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a7a23ae6-5c75-472f-aedf-d806584bcf86 · outbound
This paper cites Llmeffichecker: Understanding and testing ef- ficiency degradation of large language models.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Llmeffichecker: Understanding and testing ef- ficiency degradation of large language models
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.690157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d5768ffa-e3f9-484a-85f8-5b435a3ed3df · outbound
This paper cites Eclipse Steady.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Eclipse Steady
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.706087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c4013946-9735-45c2-83e3-e85fa92c77cd · outbound
This paper cites Stack overflow considered harmful? the impact of copy&paste on android application security.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Stack overflow considered harmful? the impact of copy&paste on android application security
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.658348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fca84128-692e-4865-8d54-01a784020c92 · outbound
This paper cites Find Security Bugs.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Find Security Bugs
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.674554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b0c3c933-413b-4716-8788-0d20eb9d5aa7 · outbound
This paper cites Linevul: A transformer-based line-level vulnerability prediction.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Linevul: A transformer-based line-level vulnerability prediction
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.610228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 617e66ab-d27c-4676-b243-c413988828cc · outbound
This paper cites Jira issue: Httpclient-.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Jira issue: Httpclient-
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.642259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a736fbbf-ae1d-4aa8-a53f-2be3dc4086a3 · outbound
This paper cites Gemini ai.
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.580100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 34eee5d0-0d4a-4c18-8f77-98872a576cb2 · outbound
This paper cites Linevd: statement-level vulnerability detection using graph neural networks.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Linevd: statement-level vulnerability detection using graph neural networks
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.564342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c39dcd73-0b2b-4a3c-95ac-1161e710ecb6 · outbound
This paper cites Detecting suspicious pack- age updates.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Detecting suspicious pack- age updates
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.594901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b1a9a99b-1e80-4dde-a099-6bc5148361a7 · outbound
This paper cites An Empiri- cal Study on Fine-Tuning Large Language Models of Code for Automated Program Repair.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis An Empiri- cal Study on Fine-Tuning Large Language Models of Code for Automated Program Repair
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.531038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f03b37e4-3d54-444a-ac53-99255b065d12 · outbound
This paper cites an unresolved cited work.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T19:08:10.514962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9190b8f0-264a-44c0-a846-e9667a8c0377 · outbound
This paper cites Large language model-powered smart contract vulnerability detection: New perspectives.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Large language model-powered smart contract vulnerability detection: New perspectives
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.547150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c7f7d6a2-f313-4fea-a0a7-918909b2eacd · outbound
This paper cites Cog- nicrypt: supporting developers in using cryptography.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Cog- nicrypt: supporting developers in using cryptography
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.483653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dbd3c731-aa78-404a-b16a-43fbeb61c4d2 · outbound
This paper cites Towards the detection of malicious java packages.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Towards the detection of malicious java packages
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.467561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a36fad04-878b-4622-a0d1-58e37f4b0bab · outbound
This paper cites Test mimicry to assess the exploitability of library vulnerabilities.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Test mimicry to assess the exploitability of library vulnerabilities
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.499725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b062dad2-b37a-4dd7-98fa-54abbcddc053 · outbound
This paper cites an unresolved cited work.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T19:08:10.435171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cb8bbb05-039f-4d37-810f-a26b5ff0e1c4 · outbound
This paper cites Sysevr: A framework for using deep learning to detect software vulnerabilities.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Sysevr: A framework for using deep learning to detect software vulnerabilities
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.418359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 05997cac-4db0-4fbe-9c21-870379210775 · outbound
This paper cites A lightweight assisted vulnerability discovery method using deep neural networks.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis A lightweight assisted vulnerability discovery method using deep neural networks
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.451190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4191bb6e-10a9-4991-b833-e6a6270135e4 · outbound
This paper cites Vuldeep- ecker: A deep learning-based system for vulnerability detection.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Vuldeep- ecker: A deep learning-based system for vulnerability detection
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.388012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1cc379b0-6333-40c8-b08c-f43aa42abd36 · outbound
This paper cites Exploring{ChatGPT’s} capa- bilities on vulnerability management.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Exploring{ChatGPT’s} capa- bilities on vulnerability management
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.373442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cbe55fa4-ab2f-4fb9-9ee2-1d7d7a193817 · outbound
This paper cites SySeVR: A Framework for Us- ing Deep Learning to Detect Software Vulnerabilities.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis SySeVR: A Framework for Us- ing Deep Learning to Detect Software Vulnerabilities
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.403060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e7e591e8-f398-4623-af83-c5282c6db6ea · outbound
This paper cites Dependency- check issue #4629: False positive detection of cve-2020-5408.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Dependency- check issue #4629: False positive detection of cve-2020-5408
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.342524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation af37da65-15d7-4a2f-a1d6-c91a336f7a14 · outbound
This paper cites Dependency- check issue #6685: False positive detection of cve- 2023-4759.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Dependency- check issue #6685: False positive detection of cve- 2023-4759
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.327141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a2d5c590-f270-4be9-b09f-e50a594bfa8b · outbound
This paper cites Prompt Fix: Vulnerability Automatic Repair Technology Based on Prompt Engineering.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Prompt Fix: Vulnerability Automatic Repair Technology Based on Prompt Engineering
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.357988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 89827d42-8026-45b8-b739-c32994c26f24 · outbound
This paper cites VulChecker: Graph- based vulnerability localization in source code.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis VulChecker: Graph- based vulnerability localization in source code
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.295611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ff2e61f0-0fb1-4647-824e-7b03463fac16 · outbound
This paper cites To- wards detection of software supply chain attacks by forensic artifacts.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis To- wards detection of software supply chain attacks by forensic artifacts
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.280356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d73a2f53-7200-4b9b-bb24-66e2bcb64cb0 · outbound
This paper cites Grace: Empowering llm-based soft- ware vulnerability detection with graph structure and in-context learning.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Grace: Empowering llm-based soft- ware vulnerability detection with graph structure and in-context learning
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.310675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 659a6062-a295-444b-97a4-8cd459097a46 · outbound
This paper cites Embedding models: Openai docu- mentation.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Embedding models: Openai docu- mentation
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.249871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0b0d7397-830a-4c85-810d-f77525ed7950 · outbound
This paper cites Model overview.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Model overview
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.234567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3f8a4a1f-7973-45f7-ba29-64483475b8b9 · outbound
This paper cites Embeddings guide.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Embeddings guide
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.265126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c3bc367f-2076-463f-9f6c-2281339b82df · outbound
This paper cites Examining Zero-Shot Vulnerability Repair with Large Language Models.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Examining Zero-Shot Vulnerability Repair with Large Language Models
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.204522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5a8b8c4e-756f-4558-96bb-799836d79fed · outbound
This paper cites Detection, assessment and mitigation of vulnerabilities in open source dependencies.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Detection, assessment and mitigation of vulnerabilities in open source dependencies
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.189948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d1b7c092-df25-4602-bc6e-19f02ec8d555 · outbound
This paper cites OWASP Dependency-Check.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis OWASP Dependency-Check
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.219356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation eda52164-7e82-461d-901d-ab9ff5d4f110 · outbound
This paper cites Cryptoguard: High precision detection of cryptographic vulnerabilities in massive- sized java projects.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Cryptoguard: High precision detection of cryptographic vulnerabilities in massive- sized java projects
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.160053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4b29cc84-e9dc-4055-aa71-7bbfdb79d3e9 · outbound
This paper cites Xanitizer.
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.144818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 128bc635-4b61-42cc-85a4-22e7a10e2e9c · outbound
This paper cites Cryptoguard: High precision detection of cryptographic vulnerabilities in massive-sized java projects.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Cryptoguard: High precision detection of cryptographic vulnerabilities in massive-sized java projects
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.174990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 89ed5e7b-fc17-4a9c-ba19-19043648bd77 · outbound
This paper cites VulSim: Leveraging similarity of Multi-Dimensional neighbor embeddings for vulnerability detection.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis VulSim: Leveraging similarity of Multi-Dimensional neighbor embeddings for vulnerability detection
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.114049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 63b163e4-9c15-4c8c-b860-24defc8a84ed · outbound
This paper cites Cryptotutor: Teaching secure coding practices through misuse pattern detection.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Cryptotutor: Teaching secure coding practices through misuse pattern detection
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.098249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 874bcffc-c556-42c4-a384-62f49cd61b5d · outbound
This paper cites FVD-DPM: Fine- grained vulnerability detection via conditional diffusion probabilistic models.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis FVD-DPM: Fine- grained vulnerability detection via conditional diffusion probabilistic models
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.128856Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 49d5b67d-ed21-4b5c-9873-d9896ffb1141 · outbound
This paper cites State of the software supply chain report 2024: 10-year review.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis State of the software supply chain report 2024: 10-year review
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.068223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 51617149-af64-45bb-a6af-a8ce3fcaf8b9 · outbound
This paper cites Dataflow analysis-inspired deep learning for efficient vulnerability detection.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Dataflow analysis-inspired deep learning for efficient vulnerability detection
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.052238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3f36724b-6850-4a8d-8eed-0ef9323aee54 · outbound
This paper cites SonarQube.
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.083587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 33550b29-5d21-4a05-9db2-50acd301f866 · outbound
This paper cites Llms cannot reliably identify and reason about security vulner- abilities (yet?): A comprehensive evaluation, framework, and benchmarks.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Llms cannot reliably identify and reason about security vulner- abilities (yet?): A comprehensive evaluation, framework, and benchmarks
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.020084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 97af203e-7390-4b1c-b228-9d9eca80b1d4 · outbound
This paper cites V AScanner.https: //github.com/VAScanner/VAScanner, 2024.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis V AScanner.https: //github.com/VAScanner/VAScanner, 2024
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.004607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dea00ef5-635f-495f-bfe2-533e173ab9a3 · outbound
This paper cites LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.035631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3e678938-efef-428b-abd2-577a680ad72f · outbound
This paper cites How effective are neural networks for fixing security vulnerabilities.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis How effective are neural networks for fixing security vulnerabilities
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.974059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b914348c-f1aa-4db0-bf36-e7f38b193d46 · outbound
This paper cites Understanding the threats of upstream vulnerabilities to downstream projects in the maven 15 ecosystem.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Understanding the threats of upstream vulnerabilities to downstream projects in the maven 15 ecosystem
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.958286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 443ab294-051f-4bb4-b60b-a4ea7bacac04 · outbound
This paper cites Copiloting the copilots: Fusing large language models with completion engines for automated program repair.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Copiloting the copilots: Fusing large language models with completion engines for automated program repair
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.989811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1cfe8542-021b-4857-9195-d2c77fae6ab8 · outbound
This paper cites Tracking Patches for Open Source Software Vulnerabilities.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Tracking Patches for Open Source Software Vulnerabilities
Reference 71
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T19:08:09.672974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ec51a54f-3e42-4e67-bb1d-607ee2a9614f · outbound
This paper cites Analyzing cryptographic api usages for android appli- cations using hmm and n-gram.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Analyzing cryptographic api usages for android appli- cations using hmm and n-gram
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.927301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 38359932-6891-4bd7-b43a-436a1f02227b · outbound
This paper cites Automated Program Repair in the Era of Large Pre- trained Language Models.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Automated Program Repair in the Era of Large Pre- trained Language Models
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.943212Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2ebb5f65-7981-402d-8193-33ebf6a5d8cd · outbound
This paper cites Mitigating persistence of open-source vulnerabilities in maven ecosystem.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Mitigating persistence of open-source vulnerabilities in maven ecosystem
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.897570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aee11c90-2e3a-4e62-9348-541769e90b7a · outbound
This paper cites Automatic detection of java crypto- graphic api misuses: Are we there yet? IEEE Transac- tions on Software Engineering, 49(1):288–303, 2022.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Automatic detection of java crypto- graphic api misuses: Are we there yet? IEEE Transac- tions on Software Engineering, 49(1):288–303, 2022
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.881352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 040c86fc-73da-44b1-9ea6-bb0344c2b9c5 · outbound
This paper cites Does the vulnerability threaten our projects? automated vulnerable api detec- tion for third-party libraries.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Does the vulnerability threaten our projects? automated vulnerable api detec- tion for third-party libraries
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.912924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a50adbc8-b77e-470b-b331-04c83ff15c44 · outbound
This paper cites Software composition analysis for vulnerability detection: An em- pirical study on java projects.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Software composition analysis for vulnerability detection: An em- pirical study on java projects
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.847291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 42b81f07-a863-4a76-a4db-7206026e78ce · outbound
This paper cites Large language model for vulnerability detection: Emerging results and future directions.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Large language model for vulnerability detection: Emerging results and future directions
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.830595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 20314068-9f86-4a88-9b6f-f321fbbc17c8 · outbound
This paper cites Example-based vul- nerability detection and repair in java code.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Example-based vul- nerability detection and repair in java code
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.863971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bec6ec85-0633-4693-8e9a-cb96fc56cebe · outbound
This paper cites muVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis muVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:09.815085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation af800824-ea43-4f69-8e81-2b6e3d511d87 · outbound
This paper cites Accessed: 2024-10-24.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Accessed: 2024-10-24
Reference 1803
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:08:10.626166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ab218700-b1d0-42f0-ae68-1655ec63e8a9 · outbound
This paper cites an unresolved cited work.
SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis Unresolved cited work
Reference 2024
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-15T19:08:10.862584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.