Baitaphish
Security intelligence
SearchLatest briefing
CVE Explorer

CVE-2026-61437

PraisonAI (pip package praisonaiagents) before 1.6.78 contains an unsafe dynamic module loading vulnerability in AgentFlow._resolve_pydantic_class (src/praisonai-agents/praisonaiagents/workflows/workflows.py). When a workflow step uses a string output_pydantic reference, the framework locates and imports a sibling tools.py from the workflow file's directory via importlib exec_module without sandboxing, ignoring the PRAISONAI_ALLOW_*_TOOLS environment variables. An attacker who controls a workflo
Lifecycle PUBLISHED1 preserved revisionFact urn:baitaphish:canonical-cve-fact-revision:v2:c3024b2edb6bdb3ea89e211c41898181f68fee8c02fa0682cb75500bdc7f1631
Known exploited
Not asserted
Disputed
No
Stale source
No
Conflicts
1

Preserved source conflicts

No provider value was silently selected as the winner.

cvss · 2 assertions

{"metric":{"attackComplexity":"LOW","attackRequirements":"NONE","attackVector":"LOCAL","baseScore":8.5,"baseSeverity":"HIGH","privilegesRequired":"NONE","subAvailabilityImpact":"NONE","subConfidentialityImpact":"NONE","subIntegrityImpact":"NONE","userInteraction":"PASSIVE","vectorString":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","version":"4.0","vulnAvailabilityImpact":"HIGH","vulnConfidentialityImpact":"HIGH","vulnIntegrityImpact":"HIGH"},"metric_type":"cvssV4_0"}

  • cve_program_cvelist_v5cvss
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/metrics/0/cvssV4_0

{"metric":{"attackComplexity":"LOW","attackVector":"LOCAL","availabilityImpact":"HIGH","baseScore":7.8,"baseSeverity":"HIGH","confidentialityImpact":"HIGH","integrityImpact":"HIGH","privilegesRequired":"NONE","scope":"UNCHANGED","userInteraction":"REQUIRED","vectorString":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","version":"3.1"},"metric_type":"cvssV3_1"}

  • cve_program_cvelist_v5cvss
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/metrics/1/cvssV3_1

Affected products and versions

1 source assertion
{"defaultStatus":"unaffected","packageURL":"pkg:pypi/praisonaiagents","product":"PraisonAI","vendor":"MervinPraison","versions":[{"lessThan":"1.6.78","status":"affected","version":"0","versionType":"semver"},{"status":"unaffected","version":"1.6.78","versionType":"semver"}]}
  • cve_program_cvelist_v5affected
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/affected/0

Provider-owned CVSS observations

2 source assertions
{"metric":{"attackComplexity":"LOW","attackRequirements":"NONE","attackVector":"LOCAL","baseScore":8.5,"baseSeverity":"HIGH","privilegesRequired":"NONE","subAvailabilityImpact":"NONE","subConfidentialityImpact":"NONE","subIntegrityImpact":"NONE","userInteraction":"PASSIVE","vectorString":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","version":"4.0","vulnAvailabilityImpact":"HIGH","vulnConfidentialityImpact":"HIGH","vulnIntegrityImpact":"HIGH"},"metric_type":"cvssV4_0"}
  • cve_program_cvelist_v5cvss
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/metrics/0/cvssV4_0
{"metric":{"attackComplexity":"LOW","attackVector":"LOCAL","availabilityImpact":"HIGH","baseScore":7.8,"baseSeverity":"HIGH","confidentialityImpact":"HIGH","integrityImpact":"HIGH","privilegesRequired":"NONE","scope":"UNCHANGED","userInteraction":"REQUIRED","vectorString":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","version":"3.1"},"metric_type":"cvssV3_1"}
  • cve_program_cvelist_v5cvss
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/metrics/1/cvssV3_1

CWE assertions

1 source assertion
{"cweId":"CWE-693","description":"Protection Mechanism Failure","lang":"en","type":"CWE"}
  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/problemTypes/0/descriptions/0

Source references

3 source assertions
{"name":"GitHub Security Advisory (GHSA-4gfv-wg42-7jw5)","tags":["vendor-advisory"],"url":"https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-4gfv-wg42-7jw5"}
  • cve_program_cvelist_v5reference
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/references/0
{"tags":["exploit"],"url":"https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-4gfv-wg42-7jw5"}
  • cve_program_cvelist_v5reference
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/adp/0/references/0
{"name":"VulnCheck Advisory: PraisonAI before 1.6.78 Remote Code Execution via tools.py","tags":["third-party-advisory"],"url":"https://www.vulncheck.com/advisories/praisonai-before-remote-code-execution-via-tools-py"}
  • cve_program_cvelist_v5reference
    urn:baitaphish:normalized-source-record:v2:1b95a0cf544c74dcfeaae7f1990b66342bd28d4672daa023b131d18b7b8ca625 · sha256:9d3c00e8504cfb41… · /containers/cna/references/1

Attribution and limitations

  • CVE Program CVEList V5: Reproduce the MITRE copyright designation and CVE license in copies. Source →

Provider severity values are preserved separately. Baitaphish does not convert them into a risk rating, infer affected products, or treat EPSS as observed exploitation.

← Back to CVE Explorer