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In version 2.5.1 and prior, a Remote Command Execution (RCE) vulnerability exists in PyTorch when loading a model using torch.load with weights_only=True. This issue has been patched in version 2.6.0.","references":[{"reference_url":"https://github.com/pytorch/pytorch/security/advisories/GHSA-53q9-r3pm-6pq6","reference_id":"","reference_type":"","scores":[{"value":"9.8","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"}],"url":"https://github.com/pytorch/pytorch/security/advisories/GHSA-53q9-r3pm-6pq6"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/45018?format=json","purl":"pkg:pypi/torch@2.6.0","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-3cvu-c3jj-yyhx"},{"vulnerability":"VCID-8u6v-jzkr-nkb4"},{"vulnerability":"VCID-dm2h-xssw-xqhb"},{"vulnerability":"VCID-fzd6-jxxp-h7c8"},{"vulnerability":"VCID-jqpq-n5zb-2ydh"},{"vulnerability":"VCID-rr2u-g78b-yfev"},{"vulnerability":"VCID-tw2j-udhp-nydv"},{"vulnerability":"VCID-vy3e-sq4h-eybf"},{"vulnerability":"VCID-w8cd-83qu-uygf"},{"vulnerability":"VCID-x8ck-txve-s7gy"},{"vulnerability":"VCID-xgau-bn5a-t3cg"},{"vulnerability":"VCID-z22a-fyhr-bbg4"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.6.0"}],"aliases":["CVE-2025-32434","GHSA-53q9-r3pm-6pq6","PYSEC-2025-41"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-7563-j935-rkh5"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/37124?format=json","vulnerability_id":"VCID-dm2h-xssw-xqhb","summary":"pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().","references":[{"reference_url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc","reference_id":"","reference_type":"","scores":[{"value":"5.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L"}],"url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc"},{"reference_url":"https://github.com/pytorch/pytorch/issues/151510","reference_id":"","reference_type":"","scores":[{"value":"5.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L"}],"url":"https://github.com/pytorch/pytorch/issues/151510"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/46370?format=json","purl":"pkg:pypi/torch@2.9.0","is_vulnerable":false,"affected_by_vulnerabilities":[],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.9.0"}],"aliases":["CVE-2025-55554","PYSEC-2025-206"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-dm2h-xssw-xqhb"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/37122?format=json","vulnerability_id":"VCID-jqpq-n5zb-2ydh","summary":"pytorch v2.8.0 was discovered to display unexpected behavior when the components torch.rot90 and torch.randn_like are used together.","references":[{"reference_url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc"},{"reference_url":"https://github.com/pytorch/pytorch/issues/147847","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/issues/147847"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/46370?format=json","purl":"pkg:pypi/torch@2.9.0","is_vulnerable":false,"affected_by_vulnerabilities":[],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.9.0"}],"aliases":["CVE-2025-55552","PYSEC-2025-204"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-jqpq-n5zb-2ydh"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/36918?format=json","vulnerability_id":"VCID-pryj-149u-zqe7","summary":"In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this is intended behavior in PyTorch distributed computing.","references":[{"reference_url":"https://gist.github.com/hexian2001/c046c066895a963ecc0a2cf9e1180065","reference_id":"","reference_type":"","scores":[{"value":"9.8","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"}],"url":"https://gist.github.com/hexian2001/c046c066895a963ecc0a2cf9e1180065"},{"reference_url":"https://github.com/pytorch/pytorch/issues/129228","reference_id":"","reference_type":"","scores":[{"value":"9.8","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"}],"url":"https://github.com/pytorch/pytorch/issues/129228"},{"reference_url":"https://github.com/pytorch/pytorch/security/policy#using-distributed-features","reference_id":"","reference_type":"","scores":[{"value":"9.8","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"}],"url":"https://github.com/pytorch/pytorch/security/policy#using-distributed-features"},{"reference_url":"https://rumbling-slice-eb0.notion.site/Distributed-RPC-Framework-RemoteModule-has-Deserialization-RCE-in-pytorch-pytorch-111e3cda9e8c8021a7d3cbc61ee1a20c","reference_id":"","reference_type":"","scores":[{"value":"9.8","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"}],"url":"https://rumbling-slice-eb0.notion.site/Distributed-RPC-Framework-RemoteModule-has-Deserialization-RCE-in-pytorch-pytorch-111e3cda9e8c8021a7d3cbc61ee1a20c"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/43772?format=json","purl":"pkg:pypi/torch@2.5.0","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-3cvu-c3jj-yyhx"},{"vulnerability":"VCID-7563-j935-rkh5"},{"vulnerability":"VCID-dm2h-xssw-xqhb"},{"vulnerability":"VCID-jqpq-n5zb-2ydh"},{"vulnerability":"VCID-rr2u-g78b-yfev"},{"vulnerability":"VCID-tw2j-udhp-nydv"},{"vulnerability":"VCID-vy3e-sq4h-eybf"},{"vulnerability":"VCID-x8ck-txve-s7gy"},{"vulnerability":"VCID-z22a-fyhr-bbg4"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.5.0"}],"aliases":["CVE-2024-48063","PYSEC-2024-259"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-pryj-149u-zqe7"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/37121?format=json","vulnerability_id":"VCID-rr2u-g78b-yfev","summary":"An issue in the component torch.linalg.lu of pytorch v2.8.0 allows attackers to cause a Denial of Service (DoS) when performing a slice operation.","references":[{"reference_url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc"},{"reference_url":"https://github.com/pytorch/pytorch/issues/151401","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/issues/151401"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/46370?format=json","purl":"pkg:pypi/torch@2.9.0","is_vulnerable":false,"affected_by_vulnerabilities":[],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.9.0"}],"aliases":["CVE-2025-55551","PYSEC-2025-203"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-rr2u-g78b-yfev"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/37123?format=json","vulnerability_id":"VCID-tw2j-udhp-nydv","summary":"A syntax error in the component proxy_tensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service (DoS).","references":[{"reference_url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc"},{"reference_url":"https://github.com/pytorch/pytorch/issues/151432","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/issues/151432"},{"reference_url":"https://github.com/pytorch/pytorch/pull/154645","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/pull/154645"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/46368?format=json","purl":"pkg:pypi/torch@2.7.1","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-dm2h-xssw-xqhb"},{"vulnerability":"VCID-jqpq-n5zb-2ydh"},{"vulnerability":"VCID-rr2u-g78b-yfev"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.7.1"}],"aliases":["CVE-2025-55553","PYSEC-2025-205"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-tw2j-udhp-nydv"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/37126?format=json","vulnerability_id":"VCID-vy3e-sq4h-eybf","summary":"A buffer overflow occurs in pytorch v2.7.0 when a PyTorch model consists of torch.nn.Conv2d, torch.nn.functional.hardshrink, and torch.Tensor.view-torch.mv() and is compiled by Inductor, leading to a Denial of Service (DoS).","references":[{"reference_url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc"},{"reference_url":"https://github.com/pytorch/pytorch/issues/151523","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/issues/151523"},{"reference_url":"https://github.com/pytorch/pytorch/pull/151887","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/pull/151887"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/46368?format=json","purl":"pkg:pypi/torch@2.7.1","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-dm2h-xssw-xqhb"},{"vulnerability":"VCID-jqpq-n5zb-2ydh"},{"vulnerability":"VCID-rr2u-g78b-yfev"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.7.1"}],"aliases":["CVE-2025-55558","PYSEC-2025-208"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-vy3e-sq4h-eybf"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/37125?format=json","vulnerability_id":"VCID-x8ck-txve-s7gy","summary":"A Name Error occurs in pytorch v2.7.0 when a PyTorch model consists of torch.cummin and is compiled by Inductor, leading to a Denial of Service (DoS).","references":[{"reference_url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc"},{"reference_url":"https://github.com/pytorch/pytorch/issues/151738","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/issues/151738"},{"reference_url":"https://github.com/pytorch/pytorch/pull/151931","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"}],"url":"https://github.com/pytorch/pytorch/pull/151931"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/46368?format=json","purl":"pkg:pypi/torch@2.7.1","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-dm2h-xssw-xqhb"},{"vulnerability":"VCID-jqpq-n5zb-2ydh"},{"vulnerability":"VCID-rr2u-g78b-yfev"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.7.1"}],"aliases":["CVE-2025-55557","PYSEC-2025-207"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-x8ck-txve-s7gy"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/37116?format=json","vulnerability_id":"VCID-z22a-fyhr-bbg4","summary":"In PyTorch through 2.6.0, when eager is used, nn.PairwiseDistance(p=2) produces incorrect results.","references":[{"reference_url":"https://gist.github.com/shaoyuyoung/4bcefba4004f8271e64b5185c95a248a","reference_id":"","reference_type":"","scores":[{"value":"5.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N"}],"url":"https://gist.github.com/shaoyuyoung/4bcefba4004f8271e64b5185c95a248a"},{"reference_url":"https://gist.github.com/shaoyuyoung/65a587a579dfdff887b9b35bb79b9093","reference_id":"","reference_type":"","scores":[{"value":"5.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N"}],"url":"https://gist.github.com/shaoyuyoung/65a587a579dfdff887b9b35bb79b9093"},{"reference_url":"https://github.com/pytorch/pytorch/issues/151198","reference_id":"","reference_type":"","scores":[{"value":"5.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N"}],"url":"https://github.com/pytorch/pytorch/issues/151198"},{"reference_url":"https://github.com/pytorch/pytorch/pull/152993","reference_id":"","reference_type":"","scores":[{"value":"5.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N"}],"url":"https://github.com/pytorch/pytorch/pull/152993"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/46367?format=json","purl":"pkg:pypi/torch@2.7.0","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-3cvu-c3jj-yyhx"},{"vulnerability":"VCID-dm2h-xssw-xqhb"},{"vulnerability":"VCID-jqpq-n5zb-2ydh"},{"vulnerability":"VCID-rr2u-g78b-yfev"},{"vulnerability":"VCID-tw2j-udhp-nydv"},{"vulnerability":"VCID-vy3e-sq4h-eybf"},{"vulnerability":"VCID-x8ck-txve-s7gy"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.7.0"}],"aliases":["CVE-2025-46148","PYSEC-2025-198"],"risk_score":null,"exploitability":null,"weighted_severity":null,"resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-z22a-fyhr-bbg4"}],"fixing_vulnerabilities":[],"risk_score":null,"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/torch@2.3.0"}