📊 SARIF reports for 2 model(s) [Batch 5/5]

Scan date: 2025-12-16
Models:
- EleutherAI/gpt-neo-2.7B
- codellama/CodeLlama-7b-hf

Generated by Palisade Security Scanner

sarif/EleutherAI_gpt-neo-2.7B/latest.sarif

@@ -0,0 +1,2009 @@
+{
+  "version": "2.1.0",
+  "$schema": "https://raw.githubusercontent.com/oasis-tcs/sarif-spec/master/Schemata/sarif-schema-2.1.0.json",
+  "runs": [
+    {
+      "tool": {
+        "driver": {
+          "name": "Palisade",
+          "version": "0.4.0",
+          "informationUri": "https://github.com/javelin-dev/palisade",
+          "rules": [
+            {
+              "id": "PALISADE-MI-001",
+              "name": "ModelIntegrity",
+              "shortDescription": {
+                "text": "Executable headers detected in model file"
+              },
+              "fullDescription": {
+                "text": "Model file contains executable binary headers (ELF, PE, Mach-O) which should not be present in pure model weight files. This may indicate embedded malware or a compromised file.\n"
+              },
+              "defaultConfiguration": {
+                "enabled": true,
+                "level": "error"
+              },
+              "helpUri": "https://docs.palisade.dev/rules/integrity#executable",
+              "help": {
+                "text": "Model file contains executable binary headers (ELF, PE, Mach-O) which should not be present in pure model weight files. This may indicate embedded malware or a compromised file.\n\n\nRecommendation: Verify model source and integrity. Model weight files should never contain executable code sections.\n"
+              },
+              "properties": {
+                "tags": [
+                  "security",
+                  "integrity",
+                  "executable",
+                  "malware"
+                ],
+                "severity": "critical",
+                "validator": "ModelIntegrityValidator"
+              }
+            },
+            {
+              "id": "PALISADE-BO-001",
+              "name": "BufferOverflow",
+              "shortDescription": {
+                "text": "ROP gadgets detected in binary"
+              },
+              "fullDescription": {
+                "text": "Return-Oriented Programming (ROP) gadgets were detected in the model binary. While these patterns can occur randomly in large weight files, concentrated clusters may indicate intentional embedding for exploitation.\n"
+              },
+              "defaultConfiguration": {
+                "enabled": true,
+                "level": "error"
+              },
+              "helpUri": "https://docs.palisade.dev/rules/buffer-overflow#rop-gadgets",
+              "help": {
+                "text": "Return-Oriented Programming (ROP) gadgets were detected in the model binary. While these patterns can occur randomly in large weight files, concentrated clusters may indicate intentional embedding for exploitation.\n\n\nRecommendation: Review if patterns appear in executable code sections or are random bytes in model weights. SafeTensors/GGUF weight data cannot execute as code.\n"
+              },
+              "properties": {
+                "tags": [
+                  "security",
+                  "buffer-overflow",
+                  "rop",
+                  "code-injection",
+                  "memory-safety"
+                ],
+                "severity": "high",
+                "validator": "BufferOverflowValidator"
+              }
+            },
+            {
+              "id": "PALISADE-BO-003",
+              "name": "BufferOverflow",
+              "shortDescription": {
+                "text": "Format string vulnerability patterns detected"
+              },
+              "fullDescription": {
+                "text": "Binary contains format string patterns (%n, repeated %s/%x) that could be exploited for memory corruption or information disclosure.\n"
+              },
+              "defaultConfiguration": {
+                "enabled": true,
+                "level": "error"
+              },
+              "helpUri": "https://docs.palisade.dev/rules/buffer-overflow#format-string",
+              "help": {
+                "text": "Binary contains format string patterns (%n, repeated %s/%x) that could be exploited for memory corruption or information disclosure.\n\n\nRecommendation: Format string vulnerabilities are only exploitable in compiled code. In model weights, these are likely random byte sequences.\n"
+              },
+              "properties": {
+                "tags": [
+                  "security",
+                  "buffer-overflow",
+                  "format-string",
+                  "memory-corruption"
+                ],
+                "severity": "high",
+                "validator": "BufferOverflowValidator"
+              }
+            },
+            {
+              "id": "PALISADE-BD-005",
+              "name": "BackdoorDetection",
+              "shortDescription": {
+                "text": "Weight distribution anomaly detected"
+              },
+              "fullDescription": {
+                "text": "Model weights exhibit statistical anomalies that may indicate backdoor injection or tampering.\n"
+              },
+              "defaultConfiguration": {
+                "enabled": true,
+                "level": "warning"
+              },
+              "helpUri": "https://docs.palisade.dev/rules/backdoor#weight-anomaly",
+              "help": {
+                "text": "Model weights exhibit statistical anomalies that may indicate backdoor injection or tampering.\n\n\nRecommendation: Compare weight distributions with known-clean model versions.\n"
+              },
+              "properties": {
+                "tags": [
+                  "security",
+                  "backdoor",
+                  "weights",
+                  "statistical-anomaly"
+                ],
+                "severity": "medium",
+                "validator": "BackdoorValidator"
+              }
+            }
+          ],
+          "organization": "Javelin",
+          "shortDescription": {
+            "text": "ML Model Security Scanner"
+          },
+          "fullDescription": {
+            "text": "Palisade is a comprehensive security scanner for ML models, detecting backdoors, pickle exploits, buffer overflows, and supply chain attacks."
+          }
+        }
+      },
+      "invocations": [
+        {
+          "commandLine": "",
+          "startTimeUtc": "2025-12-16T10:20:11.291394Z",
+          "endTimeUtc": "2025-12-16T10:20:11.291394Z",
+          "executionSuccessful": true
+        }
+      ],
+      "originalUriBaseIds": {
+        "%SRCROOT%": {
+          "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/"
+        }
+      },
+      "artifacts": [
+        {
+          "location": {
+            "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
+            "uriBaseId": "%SRCROOT%"
+          },
+          "length": 10672390984
+        }
+      ],
+      "results": [
+        {
+          "ruleId": "PALISADE-MI-001",
+          "level": "warning",
+          "message": {
+            "text": "Model executable headers detected"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
+                  "index": 0
+                }
+              }
+            }
+          ],
+          "properties": {
+            "severity": "medium",
+            "detection": {
+              "validator": "ModelIntegrityValidator",
+              "timestamp": "2025-12-16T10:18:14.247975+00:00"
+            },
+            "recommendation": "Verify model source and integrity"
+          }
+        },
+        {
+          "ruleId": "PALISADE-BO-001",
+          "level": "note",
+          "message": {
+            "text": "ROP gadgets: add_esp_imm32, jmp_esp, jmp_indirect, pop_eax_ret, pop_ebp_ret (and 4 more) (9 matches in 10178.0MB model)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
+                  "index": 0
+                }
+              }
+            }
+          ],
+          "properties": {
+            "severity": "low",
+            "detection": {
+              "validator": "BufferOverflowValidator",
+              "timestamp": "2025-12-16T10:18:31.943320+00:00"
+            },
+            "recommendation": "Low occurrence in large model weights - likely random noise, not executable code"
+          }
+        },
+        {
+          "ruleId": "PALISADE-BO-003",
+          "level": "note",
+          "message": {
+            "text": "Format string patterns: format_n_specifier (1 matches in 10178.0MB model)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
+                  "index": 0
+                }
+              }
+            }
+          ],
+          "properties": {
+            "severity": "low",
+            "detection": {
+              "validator": "BufferOverflowValidator",
+              "timestamp": "2025-12-16T10:18:31.943375+00:00"
+            },
+            "recommendation": "Format strings patterns detected - likely false positive from random bytes in model weights"
+          }
+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10605297664 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+            }
+          ],
+          "properties": {
+            "severity": "low",
+            "detection": {
+              "validator": "BackdoorDetectionValidator",
+              "timestamp": "2025-12-16T10:20:11.020077+00:00"
+            }
+          }
+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10606346240 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+          "properties": {
+            "severity": "low",
+            "detection": {
+              "validator": "BackdoorDetectionValidator",
+              "timestamp": "2025-12-16T10:20:11.024342+00:00"
+            }
+          }
+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10607394816 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+          "properties": {
+            "severity": "low",
+            "detection": {
+              "validator": "BackdoorDetectionValidator",
+              "timestamp": "2025-12-16T10:20:11.028609+00:00"
+            }
+          }
+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10608443392 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+          "properties": {
+            "severity": "low",
+            "detection": {
+              "validator": "BackdoorDetectionValidator",
+              "timestamp": "2025-12-16T10:20:11.032857+00:00"
+            }
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+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10609491968 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
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+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+              "validator": "BackdoorDetectionValidator",
+              "timestamp": "2025-12-16T10:20:11.037011+00:00"
+            }
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+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10610540544 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+              "timestamp": "2025-12-16T10:20:11.041265+00:00"
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+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10611589120 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
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+              "timestamp": "2025-12-16T10:20:11.045315+00:00"
+            }
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+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10612637696 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+              "timestamp": "2025-12-16T10:20:11.049603+00:00"
+            }
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+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10613686272 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+          "properties": {
+            "severity": "low",
+            "detection": {
+              "validator": "BackdoorDetectionValidator",
+              "timestamp": "2025-12-16T10:20:11.053854+00:00"
+            }
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+        },
+        {
+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10614734848 (score: 0.700)"
+          },
+          "locations": [
+            {
+              "physicalLocation": {
+                "artifactLocation": {
+                  "uri": "file:///tmp/palisade-hf-cache/EleutherAI_gpt-neo-2.7B/model.safetensors",
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+              "timestamp": "2025-12-16T10:20:11.058029+00:00"
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+          "ruleId": "PALISADE-BD-005",
+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10615783424 (score: 0.700)"
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+          "locations": [
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+              "timestamp": "2025-12-16T10:20:11.062133+00:00"
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+        {
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+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10616832000 (score: 0.700)"
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+          "locations": [
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+        {
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+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10617880576 (score: 0.700)"
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+          "locations": [
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+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10618929152 (score: 0.700)"
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+          "locations": [
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+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10619977728 (score: 0.700)"
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+          "locations": [
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+        {
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+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10621026304 (score: 0.700)"
+          },
+          "locations": [
+            {
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+          "properties": {
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+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10622074880 (score: 0.700)"
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+          "locations": [
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+          "properties": {
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+            }
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+        {
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+          "level": "note",
+          "message": {
+            "text": "Statistical anomalies detected in chunk at offset 10623123456 (score: 0.700)"
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+          "locations": [
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+          "level": "note",
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+          "locations": [
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sarif/codellama_CodeLlama-7b-hf/latest.sarif

@@ -0,0 +1,80 @@
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