PurpleAILAB/Decepticon - Page 3

web-recon

Web application enumeration hub — directory/file fuzzing, vhost discovery, API enumeration, CMS scanning, WAF detection, auth surface mapping, cookie audit.

evil-twin-karma

Evil-twin rogue AP with KARMA/Mana PNL-probe response, captive-portal credential capture, and post-association MITM for PSK/open networks. Distinct from wpa-enterprise-eap which targets 802.1X.

wireless-overview

Top-level index for the Decepticon 802.11 wireless attack suite. Routes the WirelessOperator to the correct leaf skill based on the target AP's crypto column (PSK / SAE / MGT / WPS) and engagement posture. BLE, Zigbee, Z-Wave, LoRaWAN, and sub-GHz live under…

exploit-command-injection

OS Command Injection — exploiting applications that pass user input to OS commands without sanitization. Covers injection operators (;, |, ||, &&, $(), backticks, newline), blind detection (time-based, OOB callback), and bypass techniques (space, keyword,…

exploit-deserialization

Insecure deserialization — RCE via malicious serialized objects in Java (ysoserial), PHP (PHPGGC), .NET (ysoserial.net), and Python (pickle). Covers gadget chain selection, payload generation, and injection into cookies, POST bodies, ViewState, and API…

exploit-idor

Insecure Direct Object References (IDOR) — authorization bypass through predictable object references (sequential IDs, UUIDs, filenames, encoded IDs). Covers horizontal/vertical privilege escalation, ID enumeration, HTTP method tampering, and JWT sub claim…

exploit-ssrf

Server-Side Request Forgery (SSRF) — exploiting server-side URL fetching to access internal services, cloud metadata (AWS/GCP/Azure), internal APIs, and port scanning. Covers IP bypass techniques, DNS rebinding, Gopher protocol smuggling, and redirect-based…

exploit-ssti

Server-Side Template Injection (SSTI) — RCE through template engines. Covers Jinja2 (Python/Flask), Twig (PHP/Symfony), Freemarker (Java), ERB (Ruby), Razor (.NET). Includes engine fingerprinting, MRO chain construction, and filter bypass.

exploit-xxe

XML External Entity (XXE) injection — local file reading via XML parsers, SOAP/WSDL API exploitation, blind out-of-band exfiltration, SVG/DOCX/XLSX upload XXE. Use for any challenge involving XML processing, SOAP endpoints, WSDL services, or XML-based file…

emulation-volt-typhoon

Volt Typhoon (Vanguard Panda, PRC) adversary-emulation playbook — edge-device initial access, living-off-the-land-only operations, NTDS/credential theft, long-dwell pre-positioning toward critical infrastructure, multi-hop proxy egress. Use when emulating…

anti-debug-bypass

Detect and neutralize anti-debug / anti-VM checks — IsDebuggerPresent, ptrace, NtGlobalFlag, timing, hardware-breakpoint detection.

deep-analysis

Depth-first RE investigation loop for a single binary or function cluster: decompile→rename→retype→comment→re-read, with context-rot guards and on-task checks. Use when triage has already identified the interesting area and the goal is full understanding:…

reverser-firmware

Router / IoT firmware extraction pipeline — unpack nested filesystems, locate web server, identify backdoor credentials.

fuzzing

Coverage-guided fuzzing methodology for compiled binaries and libraries: target scoping, fuzzer selection (AFL++/libFuzzer/Honggfuzz), harness skeleton, ASan+UBSan flags, corpus curation, crash triage and minimization (afl-tmin/minimize_corpus),…

reverser-ghidra

Deep binary analysis via Ghidra — headless analyzeHeadless or live MCP bridge with 245 tools. Decompilation, xrefs, function listing, batch operations, P-code emulation, convention enforcement.

packer-unpacking

Identify and unpack common binary packers — UPX, ASPack, Themida, VMProtect, MPRESS, PECompact, Enigma.

rop-chain

ROP/JOP gadget hunting and exploit-chain construction — for NX/DEP bypass on x86/x64/ARM binaries.

reverser-triage

Fast-path binary triage — identify format/arch/mitigations, grab high-signal strings and imports in under a minute.

abort-template

Abort / crisis plan generator — halt triggers, response actions, AI-aware safety gates (hallucination threshold, destructive-action gate, output validation).

cleanup-template

Cleanup & restoration plan generator — artifact inventory, persistence removal commands, pre-engagement baseline, post-engagement verification.

contact-template

Contact / communications plan generator — primary operator, escalation chain, abort signal recipient, external SOC endpoint, blackout windows.

data-handling-template

Data handling plan generator — evidence retention, encryption, chain-of-custody, compliance frameworks (GDPR / HIPAA / PCI-DSS / SOC2).

redos

Hunt ReDoS (CWE-1333, Catastrophic Backtracking) — identify regexes with nested quantifiers or overlapping alternation that cause super-linear matching time, trace tainted input paths to regex sinks, demonstrate timing PoC, and validate with response-time…

blind-sqli

Blind SQL injection under hostile WAF — manual bypass playbook for when sqlmap fails because common tokens (SUBSTRING, IF, AND, WHERE, single quotes) are filtered. Covers token-fingerprinting probe loops, arithmetic-multiplication boolean evaluation,…

crypto

Web crypto exploitation — padding-oracle (Vaudenay), AES-CBC bit-flipping / IV manipulation, AES-ECB pattern attacks (cut-and-paste, prefix/suffix recovery), HMAC bypass, hash-length extension, JWT alg confusion. Covers detection signals, working in-file…

dns-rebinding

DNS rebinding attack to bypass browser same-origin policy and reach IMDS/localhost/internal services: TTL=0 rebind mechanics, rbndr.us/singularity tooling, browser DNS cache pinning, chaining into AWS/GCP/Azure IMDS credential pivot. Use when SSRF is blocked…

race-condition

Race condition / TOCTOU exploitation — concurrent and parallel-request attacks against web applications that check then act, write session state before validating it, or perform slow operations that widen the race window. Covers single-endpoint races…

sqli

SQL Injection — automated and manual exploitation of unsanitized SQL queries. Covers Union-based, Error-based, Blind (Boolean/Time-based), and Stacked queries. Includes sqlmap automation with WAF bypass tamper scripts.

auth-bypass

Hunt authentication/authorization bypass in route guards, role checks, tenant boundaries, and state-machine transitions.

bounty-hunting-methodology

Bug bounty white-box hunting methodology. Load when the target is an open-source project with a security advisory program, bug bounty, or responsible disclosure policy.

chain-credential-reuse

Build chains where leaked or weak credentials pivot across services to privileged access.

chain-idor-to-priv-esc

Build chains where IDOR enables privilege escalation and high-impact control-plane actions.

chain-ssrf-to-rce

Build and validate SSRF pivot chains toward metadata/infra control and final code execution impact.

chain-xss-to-takeover

Build chains from XSS into account takeover or privileged action execution.

command-injection

Hunt OS command injection (CWE-78) — user input reaching shell, exec, or system calls. Covers argument-array bypasses, path confusion, and template-string injection in modern frameworks.

data-and-model-poisoning

Hunt LLM training-data and model poisoning (OWASP LLM04:2025) — adversarial inputs that bias future model behaviour through fine-tuning, RLHF, or continuous-learning loops.

deserialization

Hunt insecure deserialization (CWE-502) across Python pickle, Java ObjectInputStream / Jackson / SnakeYAML, .NET BinaryFormatter / DataContractJson, PHP unserialize, Ruby Marshal/YAML.load, and Node.js vm. Direct path to unauthenticated RCE.

excessive-agency

Hunt LLM excessive agency (OWASP LLM06:2025) — agentic systems granted too many tools, too broad permissions per tool, or unsupervised authority to act on the user / business behalf, producing financial loss, data loss, or destructive operations from a single…

idor

Hunt Insecure Direct Object Reference (CWE-639) — missing authorization checks on object IDs. Covers horizontal vs vertical privilege escalation, UUID vs integer guessing, and GraphQL introspection-driven IDOR discovery.

improper-output-handling

Hunt improper LLM output handling (OWASP LLM05:2025) — downstream code that trusts unstructured model output and renders / executes / shells it without sanitisation, producing XSS, SSRF, SQL injection, RCE, and SSTI via the model channel.