
Ibrahim Saud
@tektrixIndiaCompletionist
2 followers18,457 downloads7,056 copies47 likes38,418 views
11,679 detections
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This rule monitors for high-frequency download or access events of files associated with AI development, such as model weights (.pt, .ckpt, .safetensors, .h5, .onnx, .pkl, .pb), checkpoints, and research datasets from cloud storage. It triggers when an account accesses or downloads 20 or more unique AI-related files within a 60-minute window, which is indicative of unauthorized data exfiltration of intellectual property.
This rule detects potential backdoor deployment or persistence mechanisms in AI coding assistants like Claude Code and Cursor. It identifies when specific configuration or hook files (e.g., settings.json, hooks.js) are modified, followed within a two-hour window by the execution of suspicious child processes (e.g., powershell.exe, curl.exe, python) initiated by the coding assistant's CLI tool.
Detects the creation of potential hook or startup scripts within hidden AI coding assistant directories (.claude, .vscode, .cursor) followed by the execution of a process from those same directories. This pattern is consistent with supply chain compromises where trojanized extensions or MCP servers are leveraged for code execution.
Detects network connections to common public LLM inference APIs (OpenAI, HuggingFace, Anthropic, etc.) originating from processes other than standard web browsers or authorized developer tools. This behavior may indicate an attempt to exfiltrate data, utilize remote compute, or perform automated C2 communication via public generative AI services.
Detects network indicators associated with the Exvicy/ErrTraffic 'ClickFix' campaign. The rule identifies the retrieval of malicious HTML lure templates from compromised WordPress sites and subsequent telemetry/registration calls to an attacker-controlled 'api.php' script, which are precursors to the fake Cloudflare Turnstile 'Win+R' execution sequence.
Detects a suspicious execution chain where explorer.exe (typically via the Run dialog) executes PowerShell, which subsequently launches msiexec.exe to silently install the PuTTY SSH client. This sequence is characteristic of the 'ClickFix' technique, which uses social engineering to trick users into running malicious commands for remote access deployment.
This rule detects the creation or modification of a DLL file within the 'ProgramData\CrossDevice' directory, or the modification of a specific COM CLSID InprocServer32 registry key associated with 'CrossDevice.Streaming.Source.dll'. This behavior is indicative of potential COM hijacking or persistence mechanisms targeting the CrossDevice streaming framework.
Detects instances where PowerShell processes initiate outbound WebDAV connections, potentially to download or stage malicious DLLs. The detection rule correlates network activity involving WebDAV indicators (e.g., DavWWWRoot) with subsequent local file creation events for DLL files within WebDAV-related folders.
Detects anomalous spikes in inference API request volume per caller, correlated with increased p95 latency and elevated error rates (5xx or 408). This behavior is characteristic of a denial-of-service attack targeting AI inference endpoints, potentially exhausting backend resources and disrupting service availability.
Detects attempts to bypass LLM safety alignment by utilizing roleplay or hypothetical framing (e.g., DAN mode) alongside evidence of prompt iteration, identified by repeated moderation blocks within the same session.
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