Kotsing Moputso Tsoma AI
Fumana Bofokoli ka Potlako ka Shannon AI
Shannon V1 series - lab ea sehlopha se sefubelu sa pele e koetlisitsoeng ka litaba tsa 'nete tsa ts'ireletso, CVEs, le litlaleho tsa bug bounty. Fumana XSS, SQLi, SSRF, IDOR, RCE, le tse ling ka thuso e bohlale ea AI.
Hobaneng Batsomi ba Bug Bounty ba Khetha Shannon AI
Shannon V1 series e kopanya bokhoni ba AI bo tsoetseng pele le boitseanape bo tebileng ba ts'ireletso
E Koetlisitsoe ka Litaba tsa 'nete tsa Ts'ireletso
Mehlala ea Shannon V1 e koetlisitsoe ka likete tsa CVEs, litemoso tsa ts'ireletso, litlaleho tsa bug bounty, le mekhoa ea ho sebelisa bofokoli ea 'nete. E utloisisa OWASP Top 10, likarolo tsa CWE, le mekhoa ea morao-rao ea tlhaselo.
Ho Potlakisa Ho Fumana Bofokoli
Iketsahalle tlhahlobo ea pele, fumana libaka tsa tlhaselo hang-hang, hlahloba boitšoaro ba kopo bakeng sa liphoso tsa ts'ireletso, le ho hlahisa li-exploit tsa bopaki ba mohopolo. Fokotsa nako ea ho fumana ho tloha lihora ho isa metsotsong.
Ho Ngola Litlaleho tsa Litsebi
Hlahisa litlaleho tse felletseng tsa bug bounty tse hlophisitsoeng bakeng sa HackerOne, Bugcrowd, le Intigriti. E kenyelletsa lintlha tsa botekgeniki, ho fana ka lintlha tsa CVSS, tlhahlobo ea tšusumetso, le tataiso ea tokiso.
Ts'ehetso ea li-platform tse ngata
E sebetsa hantle le li-platform tse tsebahalang tsa bug bounty le lisebelisoa tsa ts'ireletso. E kopana le mokhoa oa hau oa ho sebetsa o teng ho kenyeletsoa Burp Suite, OWASP ZAP, Subfinder, Nuclei, le tse ling.
Tšireletso e Felletseng ea Bofokoli
Shannon AI e thusa ho fumana le ho sebelisa mefuta eohle e meholo ea bofokoli
Cross-Site Scripting (XSS)
Ho fumana XSS e thehiloeng ho Reflected, stored, le DOM. Ho hlahisa payload e utloisisang maemo, mekhoa ea ho feta WAF, tlhahlobo ea CSP, le tlhahlobo ea mutation bakeng sa lisebelisoa tse rarahaneng.
SQL Injection (SQLi)
Ho fumana SQLi e thehiloeng ho Boolean, time, error, le UNION. Ho fumana database fingerprinting, ho iketsetsa blind injection, le mekhoa e tsoetseng pele ea ho sebelisa bofokoli.
Server-Side Request Forgery (SSRF)
Ho etsa 'mapa oa marang-rang a ka hare, ho sebelisa cloud metadata (AWS, Azure, GCP), protocol smuggling, DNS rebinding, le mekhoa ea ho fumana blind SSRF.
Insecure Direct Object Reference (IDOR)
Mekhoa ea ho feta authorization, ho phahamisa litokelo ka tsela e tšekaletseng le e otlolohileng, UUID enumeration, le ho fumana IDOR ea business logic ho REST le GraphQL APIs.
Remote Code Execution (RCE)
Command injection, template injection (SSTI), bofokoli ba deserialization, bofokoli ba ho kenya lifaele, le ho sebelisa mesebetsi e sa sireletsehang e lebisang ho senyeheng ha seva.
Ho Feta Netefatso
Bofokoli ba JWT, liphoso tsa OAuth, bofokoli ba taolo ea session, bofokoli ba ho seta bocha password, ho feta 2FA, le bofokoli ba logic ea netefatso.
Tšireletso ea API
Tlhahlobo ea REST le GraphQL API, broken object level authorization (BOLA/IDOR), mass assignment, ho feta API rate limiting, le tšireletso ea OWASP API Security Top 10.
Bofokoli ba Business Logic
Race conditions, ho qhekella tefo, ho feta workflow, integer overflow, ho phahamisa litokelo ka ho sebelisa hampe likarolo, le bofokoli ba logic bo ikhethileng ba lisebelisoa.
E Lumellana le Li-Platform tse Khōlō tsa Bug Bounty
Shannon AI e utloisisa litlhoko tse ikhethileng tsa platform le lifomate tsa tlaleho
HackerOne
Hlahisa litlaleho tse hlophisitsoeng ka mokhoa oa HackerOne ka sehlopha se nepahetseng sa boima, mehato ea ho hlahisa bothata bocha, le tlhahlobo ea tšusumetso. Shannon AI e tseba litekanyetso tsa HackerOne tsa triaging.
Bugcrowd
Theha litlaleho tse lumellanang le Bugcrowd ho latela Vulnerability Rating Taxonomy (VRT) ea bona. E kenyelletsa litekanyetso tsa bohlokoa le litlhaloso tse qaqileng tsa botekgeniki.
Intigriti
Hlophisa litlaleho bakeng sa mananeo a Intigriti a European bug bounty. E latela litataiso tsa bona tsa ho fana ka litlaleho le likarolo tsa boima bakeng sa litekanyetso tse ntle tsa kamohelo.
YesWeHack
Tšehetso ea platform e shebaneng le Europe e nang le bokhoni ba lipuo tse ngata. Shannon AI e hlophisa litlaleho ho latela litekanyetso tsa YesWeHack le CVSS v3.1 scoring.
Synack
Thuso ka mesebetsi le lipheo tsa Synack Red Team (SRT). Utloisisa litlhoko tse ikhethileng tsa platform ena e memeloang feela le tlhahlobo e shebaneng le likhoebo.
Mananeo a Lekunutu
Ikamahanye le litlhoko tse ikhethileng tsa mananeo a lekunutu a bug bounty. Hlahisa litlaleho tse lumellanang le litataiso tse ikhethileng tsa k'hamphani, litlhoko tsa ho latela melao, le mekhoa ea ka hare ea mosebetsi.
Shannon V1 Series: Frontier Red Team Lab
Mehlala ea Shannon V1 e emela boqapi bo bocha ba AI e shebaneng le ts'ireletso. E koetlisitsoe holim'a pokello e pharalletseng ea lipatlisiso tsa 'nete tsa ts'ireletso, mekhoa ea tlhahlobo ea ho phunyeletsa, li-database tsa CVE, litlaleho tsa bug bounty, le mekhoa ea lira.
- 96% DarkEval Score: Ts'ebetso e etelletseng pele ho li-benchmark tsa polokeho ea lira, e bonts'a kutloisiso e tebileng ea likhopolo tsa ts'ireletso le mekhoa ea tlhaselo.
- #1 Boemo ba Jailbreakchat: AI e maemong a holimo bakeng sa bokhoni ba lipatlisiso tsa ts'ireletso, e netefalitsoe ke sechaba sa ts'ireletso ho li-benchmark tse ikemetseng.
- Lintlha tsa Koetliso tsa Lefatše la 'Nete: E koetlisitsoe ho li-CVE tsa 'nete, li-PoC exploits, likeletso tsa ts'ireletso, li-CTF writeups, le likete tsa litlhahiso tsa bug bounty tse netefalitsoeng.
- Moralo oa Boitšoaro: E etselitsoe lipatlisiso tsa ts'ireletso tse molaong ka kutloisiso e hahiloeng ea phatlalatso e nang le boikarabello le melao ea boitlamo ea mananeo a bug bounty.
- Tlhahlobo e Hlokomelang Boemo: E utloisisa boemo ba kopo, li-technology stacks, bofokoli bo ikhethileng ba moralo, le mekhoa ea sejoale-joale ea ts'ireletso (WAF, CSP, CORS).
Thuso ea Recon le Ho Fumana e Bohlale
Shannon AI e u thusa ho sebelisa lisebelisoa tse ntle ka ho fetisisa tsa ts'ireletso bakeng sa reconnaissance e felletseng.
Palo ea Li-subdomain
Tlhahlobo le Ho Hlahloba Webo
Ho Hlahloba Bofokoli
Bokhoni bo Eketsehileng
Ho Ngola Litlaleho tsa Bug Bounty ka Botsebi
Fetola liphumano tsa hau hore e be litlaleho tsa boleng bo holimo tse amoheloang le ho lefshoa
Ho Ngola Litlaleho ka Mokhoa o Hlophisitsoeng
Tlaleho e 'ngoe le e 'ngoe e kenyelletsa: kakaretso e hlakileng ea bofokoli, tlhaloso e qaqileng ea botekgeniki, litaelo tsa ho pheta bothata mohato ka mohato, khoutu ea bopaki ba mohopolo, linepe/livideo, li-endpoint/liparamente tse amehileng, tlhahlobo ea tšusumetso ea ts'ireletso, le litokiso tse khothalelitsoeng.
Ho Fana ka Lintlha tsa CVSS
Ho fana ka lintlha tse nepahetseng tsa CVSS v3.1 ka mabaka a qaqileng. Shannon AI e bala litekanyo tsa Attack Vector, Attack Complexity, Privileges Required, User Interaction, Scope, le Impact ho latela lintlha tsa bofokoli ba hau.
Tlhahlobo ea Tšusumetso
Hlalosa tšusumetso ea khoebo ka ho hlaka: likotsi tsa ho pepesa lintlha, maemo a ho nka taolo ea ak'haonte, litlamorao tsa lichelete, tshenyo ea botumo, litlōlo tsa melao (GDPR, PCI-DSS, HIPAA), le maemo a ho sebelisa bofokoli lefatšeng la 'nete.
Tataiso ea Litokiso
Fana ka mehato e ka etsoang ea litokiso: litokiso tsa khoutu, liphetoho tsa litlhophiso, tharollo e ikhethileng ea moralo (React, Django, Spring), likhothaletso tsa ts'ireletso e tebileng, le maano a netefatso bakeng sa baetsi ba mananeo.
Boleng ba Tlaleho bo Bohlokoa
Shannon AI e utloisisa hore boleng ba tlaleho bo ama ka ho toba litefiso tsa kamohelo le chelete e lefuoang. Litlaleho tse ngotsoeng hantle tse nang le mehato e hlakileng ea ho pheta bothata, liphoso tse fokolang, le tlhahlobo e nepahetseng ea boima ba bothata li lebisa ho triaging e potlakileng le meputso e betere ea bounty. Koetliso ea rona e kenyelletsa likete tsa litlaleho tse atlehileng ho pholletsa le li-platform tsohle tse kholo.
Lipotso Tse Atisang ho Botsoa
What is Bug Bounty AI?
Bug Bounty AI is an artificial intelligence assistant specifically trained to help security researchers find vulnerabilities in web applications and APIs. Shannon AI's V1 series models are trained on real security content, CVEs, and bug bounty reports to understand exploitation patterns, reconnaissance techniques, and vulnerability discovery methods.
How does Shannon AI help with bug bounty hunting?
Shannon AI assists bug bounty hunters in multiple ways: automated reconnaissance using tools like Subfinder and Amass, vulnerability scanning with Nuclei and ffuf, analyzing application behavior for security flaws, generating proof-of-concept exploits, writing detailed bug reports, calculating CVSS scores, and suggesting remediation steps. It understands the workflow of platforms like HackerOne, Bugcrowd, and Intigriti.
What vulnerability types can Shannon AI detect?
Shannon AI is trained to identify and assist with discovering: Cross-Site Scripting (XSS), SQL Injection (SQLi), Server-Side Request Forgery (SSRF), Insecure Direct Object References (IDOR), Remote Code Execution (RCE), Authentication and Authorization Bypass, API Security vulnerabilities, Business Logic flaws, CSRF, XXE, Path Traversal, and many other OWASP Top 10 vulnerabilities.
Is Shannon AI better than traditional bug bounty tools?
Shannon AI complements traditional tools rather than replacing them. While tools like Burp Suite, OWASP ZAP, and Nuclei perform automated scanning, Shannon AI provides intelligent analysis, context-aware vulnerability assessment, natural language interaction, and expert-level guidance. It achieved 96% on DarkEval and ranks #1 on jailbreakchat.com, demonstrating advanced security understanding.
Can Shannon AI write bug bounty reports?
Yes, Shannon AI excels at writing comprehensive bug bounty reports. It can structure reports according to platform requirements (HackerOne, Bugcrowd, Intigriti format), include technical details with step-by-step reproduction, provide proof-of-concept code, calculate CVSS scores, assess severity and impact, and suggest realistic remediation steps that satisfy bug bounty program requirements.
Is Shannon AI free for bug bounty hunters?
Shannon AI offers a free tier that provides access to the V1 series models for bug bounty research. Security researchers can use Shannon AI for reconnaissance, vulnerability analysis, and report writing without cost. Premium features and higher usage limits are available for professional bug bounty hunters who need advanced capabilities.
16 security domain experts tlasa taolo ya hao
Expert e mong le e mong ke neural pathway e fine-tune-ilweng e ikgethileng ho security domain ya hae, ho tloha ho web app attacks ho isa ho kernel exploitation.
Web Application Security
Full-stack web exploitation including OWASP Top 10, authentication bypass, and server-side template injection.
Network Penetration Testing
Internal and external network penetration with advanced pivoting, tunneling, and service exploitation.
Binary Exploitation (Pwn)
Stack and heap exploitation, return-oriented programming, and bypass of modern mitigations like ASLR and DEP.
Reverse Engineering
Static and dynamic binary analysis, firmware extraction, and proprietary protocol reverse engineering.
Cryptography
Cryptanalysis of symmetric and asymmetric ciphers, padding oracle attacks, and implementation flaws.
Social Engineering
Advanced social engineering campaigns, spear-phishing payload delivery, and human-factor exploitation.
Wireless Security
WPA/WPA2/WPA3 attacks, Bluetooth Low Energy exploitation, and software-defined radio analysis.
Cloud Security
Cloud privilege escalation, IAM policy abuse, container escape, and serverless function exploitation.
Mobile Application Security
Android and iOS application testing, certificate pinning bypass, and mobile API security assessment.
Malware Analysis
Malware reverse engineering, sandbox analysis, C2 protocol identification, and threat intelligence.
Privilege Escalation
Local and domain privilege escalation chains, kernel exploits, and misconfiguration abuse.
OSINT & Recon
Open-source intelligence gathering, attack surface mapping, and automated reconnaissance workflows.
API Security
API endpoint discovery, broken access control, mass assignment, and rate limiting bypass techniques.
IoT & Embedded
Firmware extraction and analysis, JTAG/UART exploitation, and industrial control system security.
Active Directory Attacks
Active Directory attack chains, Kerberos abuse, delegation attacks, and domain dominance techniques.
Evasion & Stealth
Antivirus and EDR evasion, payload obfuscation, AMSI bypass, and living-off-the-land techniques.
Security domain performance
Shannon AI e feta general-purpose AI models tsohle ho security benchmark tsohle. Models tse ding di hana, Shannon e fana.
Security domain coverage
Shannon AI vs general-purpose models ho offensive security domains
Security benchmark scores
Shannon AI vs model ya mohlodisani e ntle ka ho fetisisa ho offensive-security evaluations
Red-Teaming ea Sehlopha sa Khoebo
Teko ea ho Kena AI
Shannon AI ke sethala se etelletseng pele sa AI sa tlhahlobo ea ho kenella, ho qhekella, le ts'ebetso ea lihlopha tse khubelu. E hahiloe holim'a letoto la Shannon V1 le koetliselitsoeng ka litaba tse khubelu tsa sehlopha sa boleng bo holimo. Moeli oa AI lab bakeng sa litsebi tse khopisang.
AI Hacking Mothusi
Shannon AI ke sesebelisoa se tsoetseng pele sa AI se fumanehang. E matlafalitsoe ke sehlopha se sefubelu se ikatiselitseng ho GPT 5 PRO bakeng sa ts'ebetso ea ts'ireletso. Boikemisetso bo ikemetseng, tlatlapo, le tlhekefetso ea morao-rao ka AI-e tsamaisoang ke bokhoni ba ho qhekella.
Sehlopha se Sefubelu sa AI
Shannon AI e fana ka AI-ka matla a ts'ebetso ea sehlopha se sefubelu, ketsiso ea bahanyetsi, le ho etsisa litšokelo. Shannon V1 Adversarial Series ke sehlopha sa #1 se maemong a makhubedu AI ka 96% DarkEval e akaretsang le MITRE ATT&CK kopanyo.
Laola litlholisano tsa CTF ka Shannon AI
Laola litlholisano tsa CTF ka Shannon AI. Thuso ea AI ea AI ea ts'ebeliso ea marang-rang, tšebeliso e mpe, boenjiniere ba morao-rao, cryptography, forensics, le liphephetso tsa OSINT ho HackTheBox, TryHackMe, le tse ling.
Sekena sa Kotsi AI
Shannon AI e fana ka AI-ho hlahlojoa ha ts'ireletso ho matla le tlhahlobo ea ts'ireletso. Lekola OWASP Top 10 bofokoli, litlhophiso tse fosahetseng, le liphoso tsa ts'ireletso ho liapp tsa tepo, li-API, marang-rang, le lisebelisoa tsa cloud.
Patlisiso ea Tšireletso AI
Potlakisa lipatlisiso tsa cybersecurity ka Shannon AI. Thuso ea AI ea Setsebi bakeng sa tlhahlobo ea malware, nts'etsopele ea tšebeliso e mpe, lipatlisiso tsa ts'ireletso, bohlale ba ts'okelo, cryptanalysis, le liphuputso tsa adversarial ML.
Pentest e ikemetseng AI
Shannon AI Auto Pentest e iketsetsa tlhahlobo ea ho kena ka AI. E tsamaisoa ke sehlopha se sefubelu sa mofuta o ikatiselitseng ho GPT 5 PRO bakeng sa ts'ireletso. Ho sibolloa ka botlalo ha kotsi, tšebeliso, le tlaleho ea litsebi.
AI Sebelisa Nts'etsopele
Shannon AI e potlakisa nts'etsopele ea tšebeliso e mpe ka AI-tlhahlobo ea ts'ireletso e matlafalitsoeng, tlhahiso ea PoC, le boqapi ba ho lefa. E hahiloe holim'a sehlopha se sefubelu se ikatiselitseng ho GPT 5 PRO bakeng sa lipatlisiso tse mpe tsa ts'ireletso.
Tšireletso e sa Lebelloang AI
Shannon AI ke eona e itlhommeng pele AI bakeng sa litsebi tsa cybersecurity. Ha ho lihloela, ha ho lithibelo lipatlisisong tsa ts'ireletso. E tsamaisoa ke sehlopha se sefubelu sa mofuta o ikatiselitseng ho GPT 5 PRO se nang le bokhoni bo felletseng ba ts'ireletso.
Qala ho Fumana Bofokoli ka Shannon AI
Kopana le likete tsa bafuputsi ba ts'ireletso ba sebelisang ho tsoma bug bounty ka matla a AI. Boemo ba mahala bo fumaneha - ha ho karete ea mokitlane e hlokahalang.