Malicious Tool Detection on Dataset II Trojan malicious tools 1.0 (test)
0.061FNRCombined Scanner
Evaluation results
| Method | Links | |
|---|---|---|
| Combined ScannerCategory=Data Exfiltration, Malicious Behavior=Local Data Exfiltration, #Samples=4412026.02 | 0.061 | |
| Cisco MCP ScannerCategory=Data Exfiltration, Malicious Behavior=Local Data Exfiltration, #Samples=4412026.02 | 0.095 | |
| Combined ScannerCategory=Data Exfiltration, Malicious Behavior=File-to-Remote Exfiltration, #Samples=4412026.02 | 0.102 | |
| Combined ScannerCategory=Data Exfiltration, Malicious Behavior=Remote Data Exfiltration, #Samples=4412026.02 | 0.104 | |
| Cisco MCP ScannerCategory=Data Exfiltration, Malicious Behavior=Remote Data Exfiltration, #Samples=4412026.02 | 0.136 | |
| Cisco MCP ScannerCategory=Remote Code Retrieval and Execution, Malicious Behavior=Remote Program Downloading, #Samples=4402026.02 | 0.198 | |
| Combined ScannerCategory=Remote Code Retrieval and Execution, Malicious Behavior=Remote Program Downloading, #Samples=4402026.02 | 0.198 | |
| Cisco MCP ScannerCategory=Data Exfiltration, Malicious Behavior=File-to-Remote Exfiltration, #Samples=4412026.02 | 0.2 | |
| AntGroup MCPScanCategory=Data Exfiltration, Malicious Behavior=File-to-Remote Exfiltration, #Samples=4412026.02 | 0.358 | |
| Combined ScannerCategory=Credential Abuse, Malicious Behavior=API Key Abuse, #Samples=4412026.02 | 0.431 | |
| Tencent A.I.GCategory=Remote Code Retrieval and Execution, Malicious Behavior=Remote Program Downloading, #Samples=4402026.02 | 0.448 | |
| Tencent A.I.GCategory=Data Exfiltration, Malicious Behavior=Remote Data Exfiltration, #Samples=4412026.02 | 0.469 | |
| Combined ScannerCategory=Data Deletion, Malicious Behavior=Local File Deletion, #Samples=4412026.02 | 0.483 | |
| Tencent A.I.GCategory=Data Exfiltration, Malicious Behavior=File-to-Remote Exfiltration, #Samples=4412026.02 | 0.49 | |
| Cisco MCP ScannerCategory=Credential Abuse, Malicious Behavior=API Key Abuse, #Samples=4412026.02 | 0.522 | |
| Combined ScannerCategory=Data Deletion, Malicious Behavior=Database Record Deletion, #Samples=4412026.02 | 0.526 | |
| Tencent A.I.GCategory=Credential Abuse, Malicious Behavior=API Key Abuse, #Samples=4412026.02 | 0.528 | |
| Cisco MCP ScannerCategory=Data Deletion, Malicious Behavior=Local File Deletion, #Samples=4412026.02 | 0.549 | |
| AntGroup MCPScanCategory=Credential Abuse, Malicious Behavior=API Key Abuse, #Samples=4412026.02 | 0.558 | |
| Combined ScannerCategory=Resource Hijacking, Malicious Behavior=CPU Compute Hijacking, #Samples=4402026.02 | 0.559 | |
| Combined ScannerCategory=Denial of Service, Malicious Behavior=Response Time Amplification, #Samples=4402026.02 | 0.57 | |
| Combined ScannerCategory=Resource Hijacking, Malicious Behavior=GPU Compute Hijacking, #Samples=4402026.02 | 0.575 | |
| AntGroup MCPScanCategory=Denial of Service, Malicious Behavior=Response Time Amplification, #Samples=4402026.02 | 0.6 | |
| Tencent A.I.GCategory=Data Deletion, Malicious Behavior=Local File Deletion, #Samples=4412026.02 | 0.61 | |
| Tencent A.I.GCategory=Data Deletion, Malicious Behavior=Database Record Deletion, #Samples=4412026.02 | 0.61 | |
| AntGroup MCPScanCategory=Resource Hijacking, Malicious Behavior=GPU Compute Hijacking, #Samples=4402026.02 | 0.618 | |
| Combined ScannerCategory=Data Poisoning, Malicious Behavior=Malicious Database Injection, #Samples=4402026.02 | 0.62 | |
| AntGroup MCPScanCategory=Data Deletion, Malicious Behavior=Local File Deletion, #Samples=4412026.02 | 0.628 | |
| Tencent A.I.GCategory=Denial of Service, Malicious Behavior=Response Time Amplification, #Samples=4402026.02 | 0.63 | |
| Combined ScannerCategory=Credential Abuse, Malicious Behavior=Environment Credential Harvesting, #Samples=4412026.02 | 0.633 | |
| AntGroup MCPScanCategory=Remote Code Retrieval and Execution, Malicious Behavior=Remote Program Downloading, #Samples=4402026.02 | 0.639 | |
| AntGroup MCPScanCategory=Data Exfiltration, Malicious Behavior=Remote Data Exfiltration, #Samples=4412026.02 | 0.66 | |
| Tencent A.I.GCategory=Credential Abuse, Malicious Behavior=Environment Credential Harvesting, #Samples=4412026.02 | 0.669 | |
| AntGroup MCPScanCategory=Data Poisoning, Malicious Behavior=Malicious Database Injection, #Samples=4402026.02 | 0.68 | |
| AntGroup MCPScanCategory=Data Exfiltration, Malicious Behavior=Local Data Exfiltration, #Samples=4412026.02 | 0.689 | |
| AntGroup MCPScanCategory=Data Deletion, Malicious Behavior=Database Record Deletion, #Samples=4412026.02 | 0.689 | |
| Tencent A.I.GCategory=Resource Hijacking, Malicious Behavior=CPU Compute Hijacking, #Samples=4402026.02 | 0.709 | |
| AntGroup MCPScanCategory=Credential Abuse, Malicious Behavior=Environment Credential Harvesting, #Samples=4412026.02 | 0.71 | |
| Tencent A.I.GCategory=Data Exfiltration, Malicious Behavior=Local Data Exfiltration, #Samples=4412026.02 | 0.728 | |
| AntGroup MCPScanCategory=Resource Hijacking, Malicious Behavior=CPU Compute Hijacking, #Samples=4402026.02 | 0.73 | |
| Tencent A.I.GCategory=Data Poisoning, Malicious Behavior=Malicious Database Injection, #Samples=4402026.02 | 0.768 | |
| Cisco MCP ScannerCategory=Data Deletion, Malicious Behavior=Database Record Deletion, #Samples=4412026.02 | 0.794 | |
| Tencent A.I.GCategory=Resource Hijacking, Malicious Behavior=GPU Compute Hijacking, #Samples=4402026.02 | 0.818 | |
| Cisco MCP ScannerCategory=Credential Abuse, Malicious Behavior=Environment Credential Harvesting, #Samples=4412026.02 | 0.9 | |
| Cisco MCP ScannerCategory=Resource Hijacking, Malicious Behavior=CPU Compute Hijacking, #Samples=4402026.02 | 0.9 | |
| Cisco MCP ScannerCategory=Denial of Service, Malicious Behavior=Response Time Amplification, #Samples=4402026.02 | 0.95 | |
| VirusTotalCategory=Data Deletion, Malicious Behavior=Database Record Deletion, #Samples=4412026.02 | 0.98 | |
| VirusTotalCategory=Data Exfiltration, Malicious Behavior=File-to-Remote Exfiltration, #Samples=4412026.02 | 0.99 | |
| VirusTotalCategory=Data Exfiltration, Malicious Behavior=Remote Data Exfiltration, #Samples=4412026.02 | 1 | |
| VirusTotalCategory=Data Exfiltration, Malicious Behavior=Local Data Exfiltration, #Samples=4412026.02 | 1 | |
| VirusTotalCategory=Credential Abuse, Malicious Behavior=Environment Credential Harvesting, #Samples=4412026.02 | 1 | |
| VirusTotalCategory=Credential Abuse, Malicious Behavior=API Key Abuse, #Samples=4412026.02 | 1 | |
| VirusTotalCategory=Data Poisoning, Malicious Behavior=Malicious Database Injection, #Samples=4402026.02 | 1 | |
| Cisco MCP ScannerCategory=Data Poisoning, Malicious Behavior=Malicious Database Injection, #Samples=4402026.02 | 1 | |
| VirusTotalCategory=Data Deletion, Malicious Behavior=Local File Deletion, #Samples=4412026.02 | 1 | |
| VirusTotalCategory=Remote Code Retrieval and Execution, Malicious Behavior=Remote Program Downloading, #Samples=4402026.02 | 1 | |
| VirusTotalCategory=Resource Hijacking, Malicious Behavior=CPU Compute Hijacking, #Samples=4402026.02 | 1 | |
| VirusTotalCategory=Resource Hijacking, Malicious Behavior=GPU Compute Hijacking, #Samples=4402026.02 | 1 | |
| Cisco MCP ScannerCategory=Resource Hijacking, Malicious Behavior=GPU Compute Hijacking, #Samples=4402026.02 | 1 | |
| VirusTotalCategory=Denial of Service, Malicious Behavior=Response Time Amplification, #Samples=4402026.02 | 1 |