Shannon AI ke AI e tsoetseng pele ka ho fetisisa lefatšeng bakeng sa ts'ireletso e hlaselang. E hahiloe holim'a letoto la Shannon V1 — e koetlisitsoe ka li-dataset tsa boleng bo holimo tsa red teaming — ke eona feela AI e hlileng e utloisisang pentesting, nts'etsopele ea li-exploit, le lipatlisiso tsa ts'ireletso ea bahanyetsi.
Security audits tsa boemo ba enterprise tse tsamaiswang ke Shannon AI. Source code review, endpoint scanning, le full server-side audit.
Hang feela - Kenya Git repository
Kenya Git repository ya hao bakeng sa tlhahlobo e felletseng ya source code security.
Matsatsi a 3 ka beke - Ngodiso ya kgwedi le kgwedi
Kenya Git repository ya hao bakeng sa tlhahlobo e felletseng ya source code security.
24/7 - Kgwedi yohle ka ho tswela pele
Kenya Git repository ya hao bakeng sa tlhahlobo e felletseng ya source code security.
Hang feela - URL feela
Fana ka target URL bakeng sa automatic vulnerability scanning le assessment.
Matsatsi a 3 ka beke - Ngodiso ya kgwedi le kgwedi
Fana ka target URL bakeng sa automatic vulnerability scanning le assessment.
24/7 - Matha ho server ya rona
Audit e felletseng ya security server-side e mathang ka mehla ho infrastructure ya rona.
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.
Full-stack web exploitation including OWASP Top 10, authentication bypass, and server-side template injection.
Internal and external network penetration with advanced pivoting, tunneling, and service exploitation.
Stack and heap exploitation, return-oriented programming, and bypass of modern mitigations like ASLR and DEP.
Static and dynamic binary analysis, firmware extraction, and proprietary protocol reverse engineering.
Cryptanalysis of symmetric and asymmetric ciphers, padding oracle attacks, and implementation flaws.
Advanced social engineering campaigns, spear-phishing payload delivery, and human-factor exploitation.
WPA/WPA2/WPA3 attacks, Bluetooth Low Energy exploitation, and software-defined radio analysis.
Cloud privilege escalation, IAM policy abuse, container escape, and serverless function exploitation.
Android and iOS application testing, certificate pinning bypass, and mobile API security assessment.
Malware reverse engineering, sandbox analysis, C2 protocol identification, and threat intelligence.
Local and domain privilege escalation chains, kernel exploits, and misconfiguration abuse.
Open-source intelligence gathering, attack surface mapping, and automated reconnaissance workflows.
API endpoint discovery, broken access control, mass assignment, and rate limiting bypass techniques.
Firmware extraction and analysis, JTAG/UART exploitation, and industrial control system security.
Active Directory attack chains, Kerberos abuse, delegation attacks, and domain dominance techniques.
Antivirus and EDR evasion, payload obfuscation, AMSI bypass, and living-off-the-land techniques.
Shannon AI e feta general-purpose AI models tsohle ho security benchmark tsohle. Models tse ding di hana, Shannon e fana.
Shannon AI vs general-purpose models ho offensive security domains
Shannon AI vs model ya mohlodisani e ntle ka ho fetisisa ho offensive-security evaluations
Bahlahlobi ba bang ba AI ba hana ho sebetsana le lihlooho tsa ts'ireletso. Shannon AI e hahiloe ka sepheo bakeng sa sechaba sa ts'ireletso e hlaselang — ho tloha ho bafumani ba liphoso le red teamers ho ea ho batlatsi ba liphoso le bafuputsi ba ts'ireletso. AI Hacker mokhoa bakeng sa lits'ebetso tse hlaselang tse sebetsang.
Letoto la mehlala ea Shannon V1 le koetlisitsoe ka litaba tse khethiloeng, tsa boleng bo holimo tsa red teaming ho kenyeletsa mekhoa ea tlhahlobo ea ho kenella, tlhahlobo ea li-exploit, lipatlisiso tsa bofokoli, le mekhoa ea tlhaselo ea bahanyetsi. Ena ha se wrapper e jailbroken — ke mohlala oa pele o hahiloeng ho tloha fatše bakeng sa mosebetsi oa ts'ireletso.
Fumana thuso ea boemo ba litsebi ho pholletsa le potoloho eohle ea bofokoli: boithuto ba pele, tlhahlobo, ts'ebeliso, kamora ts'ebeliso, le tlaleho. Shannon o utloisisa OWASP Top 10, MITRE ATT&CK, tlhahlobo ea CVE, le liketane tsa li-exploit tsa 'nete.
Fokotsa nako ea hau ea tlhahlobo ea ho kenella ka ho fihla ho 10x. Shannon AI e u thusa ho hlahisa li-payload, ho hlahloba libaka tsa tlhaselo, ho fumana liphoso tsa tlhophiso, ho ngola li-exploit tse ikhethileng, le ho hlahisa litlaleho tsa pentest tsa litsebi — kaofela ka moqoqo oa tlhaho.
E etselitsoe ba nang le OSCP, OSCE, OSEP, CPTS, le CRTO. Shannon o bua puo ea ts'ireletso e hlaselang — ho tloha Metasploit le Burp Suite ho ea ho Cobalt Strike le li-framework tsa C2 tse ikhethileng. Ha ho sa na ho loana le li-filter tsa litaba ha u etsa mosebetsi oa ts'ireletso o molaong.
Ho tloha ho tlhahlobo ea lisebelisoa tsa webo ho ea ho lits'ebetso tse felletseng tsa sehlopha se sefubelu. AI Hacker, Auto Pentest, Exploit Development
Fumana le ho sebelisa bofokoli ba OWASP Top 10 ho kenyeletsa SQL injection, XSS, CSRF, SSRF, XXE, deserialization e sa sireletsehang, le taolo ea phihlello e robehileng. Shannon o u thusa ho theha li-payload, ho feta WAFs, le ho hokahanya bofokoli bakeng sa tšusumetso e kholo.
Ho tloha ho enumeration ea marang-rang ka Nmap ho ea ho litlhaselo tsa Active Directory le motsamao o ka thoko. Shannon o thusa ka ho sebelisa lits'ebeletso, ho phahamisa litokelo, ho bokella lintlha tsa ho kena, le mekhoa ea ho pivoting e sebelisoang ke litsebi tsa red teamers.
Hlahloba libaka tsa AWS, Azure, le GCP bakeng sa liphoso tsa tlhophiso, bofokoli ba leano la IAM, libakete tsa polokelo tse pepesitsoeng, le litsela tsa ho phahamisa litokelo. Shannon o utloisisa li-vector tsa tlhaselo tsa cloud-native le mekhoa ea ho qoba ts'ireletso.
Hlahloba lisebelisoa tsa Android le iOS bakeng sa liphoso tsa ts'ireletso. Shannon o thusa ka tlhahlobo ea APK/IPA, tlhahlobo ea API endpoint, ho feta certificate pinning, le tlhahlobo ea bofokoli bo ikhethileng ba mobile ho sebelisa lisebelisoa tse kang Frida le Objection.
Rala le ho etsa likamano tse felletseng tsa sehlopha se sefubelu. Shannon o thusa ka phihlello ea pele, ho theha taolo le taolo, ho qoba ts'ireletso, motsamao o ka thoko, le ho ntša data — ho latela moralo oa MITRE ATT&CK le TTPs tsa bahanyetsi ba 'nete.
Potlakisa mokhoa oa hau oa ho batla liphoso tsa moputso. Shannon o thusa ho fumana bofokoli ba edge-case, ho theha li-exploit tsa bopaki ba mohopolo, ho lekola boima ba taba ho sebelisa lintlha tsa CVSS, le ho ngola litlaleho tse qaqileng tsa bofokoli tse eketsang litefo tsa hau tsa moputso.
Letoto la mehlala ea Shannon V1 le emela phetoho e kholo ho AI ea ts'ireletso. Ho fapana le mehlala ea lipuo e akaretsang e nkang lihlooho tsa ts'ireletso e le litaba tse thibetsoeng, Shannon V1 e koetlisitsoe ho tloha qalong ka li-dataset tsa ts'ireletso e hlaselang tse khethiloeng ho kenyeletsa:
Mokhoa ona oa koetliso o bolela hore Shannon ha e mamelle feela lipotso tsa ts'ireletso — e li etsa hantle haholo. E fana ka tataiso e nepahetseng ka botekgeniki, e loketseng maemo, e ts'oanang le boiphihlelo ba mofuputsi ea phahameng oa ho phunyeletsa.
Ho tsebahatsa likotsi tsa ts'ireletso ea lits'ebetso tsa webo le ho li leka
Ho etsa limmapa tsa maano, mekhoa le lits'ebetso tsa lira
Mokhoa oa PTES (Penetration Testing Execution Standard)
Moralo oa Ts'ireletso ea Marang-rang bakeng sa taolo ea likotsi
Buka ea Mekhoa ea Tlhahlobo ea Ts'ireletso ea Open Source
Tlhahlobo ea CVSS (Common Vulnerability Scoring System)
Lenane la Bofokoli bo Tloaelehileng le tlhahlobo ea bofokoli
Ho tsebahatsa bofokoli bo kotsi ka ho fetisisa ba software
Shannon AI e utloisisa le ho thusa ka lisebelisoa tseo u seng u li sebelisa ts'ebetsong ea hau ea tlhahlobo ea ho phunyeletsa.
Shannon AI ke mothusi oa AI ea tsoetseng pele ea etselitsoeng ka ho khetheha tlhahlobo ea ho phunyeletsa le lits'ebetso tsa sehlopha se sefubelu. E hahiloe holim'a letoto la mehlala ea Shannon V1 e koetlisitsoeng ka litaba tsa boleng bo holimo tsa red teaming, e fana ka tataiso ea boemo ba litsebi bakeng sa tlhahlobo ea ts'ireletso, tlhahlobo ea bofokoli, nts'etsopele ea li-exploit, le lipatlisiso tsa ts'ireletso e hlaselang. Ho fapana le ChatGPT, Claude, kapa Gemini, Shannon ha e hane lipotso tsa ts'ireletso tse molaong.
Bathusi ba AI ba tloaelehileng joalo ka ChatGPT, Claude, le Gemini ba entsoe ka maano a pharaletseng a litaba a nkang boholo ba lihlooho tsa ts'ireletso e le litaba tse kotsi. Ba hana ho thusa ka nts'etsopele ea li-exploit, ho hlahisa li-payload, kapa mekhoa e hlaselang — le maemong a molaong a botsebi. Shannon AI e hahiloe ka sepheo sa ts'ireletso e hlaselang: e utloisisa phapang lipakeng tsa thuto/tlhahlobo e lumelletsoeng le ts'ebetso e mpe, 'me e fana ka tataiso e qaqileng ea botekgeniki eo litsebi tsa ts'ireletso li e hlokang.
E. Shannon AI e etselitsoe tlhahlobo ea ho phunyeletsa e lumelletsoeng, ho qhekella ka boitšoaro, mananeo a bug bounty, litlholisano tsa CTF, le lipatlisiso tsa ts'ireletso tse etsoang ka tumello e nepahetseng. Basebelisi ba tlameha ho latela melao eohle e sebetsang le ho fumana tumello e nepahetseng pele ba etsa tlhahlobo leha e le efe ea ts'ireletso. Shannon AI ke sesebelisoa — joalo ka Metasploit kapa Burp Suite — 'me ho ba molaong ha eona ho ipapisitse le hore na e sebelisoa joang.
Shannon AI ke motsoalle ea babatsehang oa ho ithuta bakeng sa litifikeiti tsa ts'ireletso e hlaselang ho kenyeletsoa OSCP (Offensive Security Certified Professional), OSCE (Offensive Security Certified Expert), OSEP (Offensive Security Experienced Penetration Tester), CPTS (Certified Penetration Testing Specialist), CRTO (Certified Red Team Operator), CEH (Certified Ethical Hacker), le GPEN (GIAC Penetration Tester).
Ka ho feletseng. Shannon AI e etsa hantle haholo litlholisanong tsa Capture The Flag (CTF) likarolong tsohle: web exploitation, binary exploitation (pwn), reverse engineering, cryptography, forensics, le liphephetso tse fapaneng. E ka u thusa ho hlahloba li-binary, ho tsebahatsa bofokoli, ho nts'etsapele li-exploit, le ho rarolla liphephetso tse rarahaneng tsa mehato e mengata.
E. Shannon AI e fana ka REST API e felletseng eo lihlopha tsa ts'ireletso li ka e kenyang liphaepheng tsa tsona tsa tlhahlobo e iketsang, liheke tsa ts'ireletso tsa CI/CD, le lisebelisoa tsa ts'ireletso tse ikhethileng. Etela litokomane tsa rona tsa API ho ithuta haholoanyane ka phihlello ea mananeo bakeng sa mekhoa ea hau ea ts'ireletso.
Shannon AI e ile ea tsebisoa phatlalatsa ka la 8 Pulungoana 2025. Kamora tlhokahalo e kholo ho tsoa sechabeng sa ts'ireletso, Shannon Lab LLC e thehiloe ho holisa sehlahisoa hore e be sethala sa boemo ba khoebo.
Lilemo tse 8 e le Moenjiniere oa Hardware North Carolina. O qapile GPU inference stack ea Shannon 'me o etella pele koetliso eohle ea mehlala.
O thehile Shannon Lab le Felix. O etella pele lichelete, lits'ebetso, le kholo ea maano. O netefatsa kholo e tsitsitseng ea lisebelisoa le likamano tsa khoebo.
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.
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.
Shannon AI ke mothusi ea itlhommeng pele AI bakeng sa litsumi tsa kokoana-hloko. Fumana bofokoli ka potlako ka AI-boitsebiso bo matla, tšebeliso e mpe, le tlaleho ea profeshenale bakeng sa HackerOne, Bugcrowd, le Intigriti.
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.
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.
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.
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.
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.
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.
Kopana le likete tsa litsebi tsa ts'ireletso tse sebelisang Shannon AI e le mothusi oa tsona oa ts'ireletso e hlaselang. Qala ho leka mahala kajeno. AI Hacker