{"id":23749377,"url":"https://github.com/dewitt4/ai-security-alerts","last_synced_at":"2025-04-12T08:24:59.084Z","repository":{"id":264213706,"uuid":"892715395","full_name":"dewitt4/ai-security-alerts","owner":"dewitt4","description":"Security monitoring system that logs suspicious activities and alerts your security team, allowing you to make informed decisions about escalating genuine threats.","archived":false,"fork":false,"pushed_at":"2024-11-22T16:40:08.000Z","size":9,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-26T03:33:14.840Z","etag":null,"topics":["ai","ai-sec","ai-security","cybersecurity","llm-security"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dewitt4.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-11-22T16:29:00.000Z","updated_at":"2024-11-28T06:04:18.000Z","dependencies_parsed_at":"2024-11-22T17:32:07.361Z","dependency_job_id":"06f2d406-6ad2-4f53-845b-5abeddf3110e","html_url":"https://github.com/dewitt4/ai-security-alerts","commit_stats":null,"previous_names":["dewitt4/ai-security-alerts"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewitt4%2Fai-security-alerts","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewitt4%2Fai-security-alerts/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewitt4%2Fai-security-alerts/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewitt4%2Fai-security-alerts/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dewitt4","download_url":"https://codeload.github.com/dewitt4/ai-security-alerts/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248538454,"owners_count":21120992,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","ai-sec","ai-security","cybersecurity","llm-security"],"created_at":"2024-12-31T15:18:32.523Z","updated_at":"2025-04-12T08:24:59.049Z","avatar_url":"https://github.com/dewitt4.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ai-security-alerts\nSecurity monitoring system that logs suspicious activities and alerts your security team, allowing you to make informed decisions about escalating genuine threats.\n\nWritten by: DeWitt Gibson https://linkedin.com/in/dewitt-gibson/\n\n# AI Model Security Monitor\n\nReal-time security monitoring and team alert system for AI model deployments. Detects threats, alerts security teams, and logs suspicious activities.\n\n## Features\n\n- Real-time threat detection\n- Automatic security team notifications\n- Rate limiting and pattern analysis\n- Incident logging and reporting\n- IP-based monitoring\n- Request pattern analysis\n- Configurable alert thresholds\n- SMTP email notifications\n\n## Installation\n\n```bash\npip install -r requirements.txt\n```\n\nRequired dependencies in requirements.txt:\n```\nnumpy\u003e=1.21.0\ntyping\u003e=3.7.4\nsmtplib\nemail\ndatetime\nlogging\n```\n\n## Usage\n\n```python\nfrom ai_security_monitor import AISecurityMonitor\n\n# Initialize monitor\nmonitor = AISecurityMonitor(\n    model_name=\"production_model\",\n    alert_settings={\n        \"email_recipients\": [\"security@company.com\"],\n        \"smtp_settings\": {\n            \"server\": \"smtp.company.com\",\n            \"port\": 587,\n            \"sender\": \"ai-alerts@company.com\",\n            \"use_tls\": True,\n            \"username\": \"alert_system\",\n            \"password\": \"your_secure_password\"\n        },\n        \"alert_thresholds\": {\n            \"max_requests_per_minute\": 100,\n            \"suspicious_pattern_threshold\": 0.8,\n            \"failed_attempts_threshold\": 5\n        }\n    }\n)\n\n# Monitor requests\nthreat_assessment = monitor.detect_threat({\n    \"ip_address\": request.remote_addr,\n    \"input_data\": model_input,\n    \"timestamp\": datetime.now()\n})\n\n# Get incident summary\nsummary = monitor.get_incident_summary(hours=24)\n```\n\n## Configuration\n\n### Environment Variables\n```bash\nSMTP_SERVER=smtp.company.com\nSMTP_PORT=587\nALERT_SENDER=ai-alerts@company.com\nALERT_RECIPIENTS=security-team@company.com\n```\n\n### Alert Thresholds\n```python\n{\n    \"max_requests_per_minute\": 100,  # Maximum requests per minute per IP\n    \"suspicious_pattern_threshold\": 0.8,  # Threshold for pattern detection\n    \"failed_attempts_threshold\": 5  # Maximum failed attempts before alert\n}\n```\n\n## Threat Detection\n\nThe monitor detects:\n- Rate limit violations\n- Suspicious input patterns\n- Repeated failed attempts\n- Unusual request patterns\n- Potential adversarial attacks\n\n## Logging\n\nLogs are saved to: `security_{model_name}_{date}.log`\n\nLog format:\n```\ntimestamp - level - message\n```\n\n## Security Considerations\n\n- Secure SMTP credentials\n- Monitor alert thresholds\n- Regular log review\n- Update recipient list\n- Rotate credentials\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md)\n\n## License\n\nMIT License - See [LICENSE](LICENSE)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdewitt4%2Fai-security-alerts","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdewitt4%2Fai-security-alerts","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdewitt4%2Fai-security-alerts/lists"}