01 Record
CVE-2026-15535
AkariAsai self-rag retrieval_lm index.py Indexer.deserialize_from deserialization
MediumPUBLISHEDCNA: VulDB
CNA base score5.3 CVSS v4.0CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P
02 Description
AkariAsai self-rag retrieval_lm index.py Indexer.deserialize_from deserialization
03 Exploitation and scoring
- Exploitation
- Public exploit code exists. CISA's assessment records a public proof of concept. That is not a report of exploitation in the wild.
- SSVC decision
- ExploitationpocPublic proof-of-concept exploit code exists. Not a report of exploitation in the wild.
- AutomatablenoAt least one step from reconnaissance to exploitation cannot be reliably automated.
- Technical ImpactpartialSuccessful exploitation gives limited control of the vulnerable component.
- EPSS probability
- 0.43% probability of exploitation activity in the next 30 days.
- EPSS percentile
- Equal to or higher than the score of 37.0% of scored records. A rank, not a probability.
- NVD base score
- 2.1 (CVSS v4.0), scored by the NVD independently of the CNA.
- NVD CVSS vector
- CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
- NVD analysis status
- Deferred. NVD last modified this record on 2026-10-24.
- Red Hat severity
- No Red Hat rating. Red Hat rates the CVEs that affect its products.
Exploit-prediction scores from FIRST. Independent scoring and analysis status from the NVD. Vendor severity from Red Hat. Exploitation assessment and catalog membership from CISA.
04 Metadata
- Published
- 2026-07-13 05:00Z3 MO AGO
- Last updated
- 2026-07-13 14:59Z3 MO AGO
- Reserved
- 2026-07-12
- Assigning CNA
- VulDB
- Record state
- PUBLISHED
- Severity
- Medium (CVSS 5.3)
- CNA CVSS vector
- CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P
- Weaknesses
- Data version
- 5.2
- Document digest
- 7f985c067742c033e487687fe4f51573a4326ead25bdf0d49d6af41e0aef9991
05 Affected products
VendorProductVersionsPlatforms
06 References
- vuldb.comVDB-377885 | AkariAsai self-rag retrieval_lm index.py Indexer.deserialize_from deserializationhttps://vuldb.com/vuln/377885
- vuldb.comVDB-377885 | CTI Indicators (IOB, IOC, IOA)https://vuldb.com/vuln/377885/cti
- vuldb.comCVE-2026-15535 | CVE Analysis and Reporthttps://vuldb.com/cve/CVE-2026-15535
- vuldb.comSubmit #854999 | AkariAsai self-rag 1fcdc420e48f50a7d7ab1ece5494221b93252e99 Unsafe Deserialization / Integrity Bypasshttps://vuldb.com/submit/854999
- github.comhttps://github.com/AkariAsai/self-rag/issues/105
- github.comhttps://github.com/AkariAsai/self-rag/pull/106
- github.comhttps://github.com/AkariAsai/self-rag/