Kooxda Cas AI
Shannon AI 1.6 - Bilawga Caannimada Iftiiminta

Kooxda Cas AI

Ku dayashada cadowga oo horumarsan iyo ku dayashada khatarta oo otomaatig ah iyadoo la adeegsanayo Shannon V1 Adversarial Series. Daboolid dhammaystiran oo MITRE ATT&CK ah, isku-darka qaab-dhismeedka C2, iyo otomaatiga amniga weerarka oo loogu talagalay kooxaha cas ee xirfadlayaasha ah.

96%
Daboolidda DarkEval
#1
AI-da Kooxda Cas (Red Team AI)
V1
Taxanaha Cadowga
24/7
Marin Hawlaha

Maxay Kooxaha Cas u Doortaan Shannon AI

Shannon AI waxaa dhisay kooxaha cas, waxaana loogu talagalay kooxaha cas. Shannon V1 Adversarial Series-keena waxaa lagu tababaray aqoonta ballaaran ee amniga weerarka, hawlaha dhabta ah ee kooxda cas, TTP-yada cadowga, iyo qaab-dhismeedka MITRE ATT&CK. Haddii aad samaynayso ku dayashada cadowga, layliyada kooxda guduudan, ama hawlaha kooxda cas ee baaxadda leh, Shannon wuxuu bixiyaa awoodaha AI-ku shaqeeya ee aad u baahan tahay si aad u guulaysato.

AI-ga Ku Dayashada Cadowga

Shannon V1 wuxuu fahmaa hababka, farsamooyinka, iyo nidaamyada cadowga ee dhammaan wareegga nolosha weerarka. Ku dayo jilayaasha khatarta ah ee casriga ah, kooxaha APT, ama xogta cadowga ee gaarka ah iyadoo la adeegsanayo tilmaamo AI-ku shaqeeya oo la qabsanaya deegaankaaga bartilmaameedka ah iyo ujeedooyinkaaga.

Daboolidda MITRE ATT&CK

Daboolid dhammaystiran oo dhammaan hababka ATT&CK ah laga bilaabo Marin Hore ilaa Saameyn. Shannon wuxuu hawlaha u khariidadeeyaa farsamooyin gaar ah, wuxuu soo jeediyaa TTP-yo kale, wuxuuna xaqiijiyaa ku dayashada cadowga oo dhammaystiran oo tijaabisa awoodaha ogaanshaha iyo jawaab celinta ee dhammaan silsiladda dilka.

Khabiirka Qaab-dhismeedka C2

Isku-darka qoto dheer ee Cobalt Strike, Sliver, Mythic, Havoc, Brute Ratel C4, Empire, iyo kaabayaasha C2 ee gaarka ah. Shannon wuxuu bixiyaa habka amarka, xogta la beddeli karo, farsamooyinka ka fogaanshaha, iyo tilmaamaha hawlaha ee hawlaha amarka iyo xakamaynta.

Xirfadda Sare ee Ka Fogaanshaha Difaaca

Awoodaha horumarsan ee ka fogaanshaha difaaca oo ay ka mid yihiin ka gudubka EDR, ka fogaanshaha AV, ka gudubka liiska cad ee codsiyada, ka fogaanshaha diiwaangelinta, iyo tilmaamaha OPSEC. Shannon wuxuu ka caawiyaa kooxaha cas inay ka fogaadaan in la ogaado iyagoo ilaalinaya marin iyo gaaraya ujeedooyinka.

Otomaatiga Dhaqdhaqaaqa Dhinaca

Otomaatig ka dhig hawlaha dhaqdhaqaaqa dhinaca iyadoo la adeegsanayo tilmaamo AI-ku shaqeeya oo loogu talagalay pass-the-hash, pass-the-ticket, abuurista adeegga fog, fulinta WMI, ka faa'iidaysiga DCOM, iyo farsamooyinka kale ee dhaqdhaqaaqa dhinaca. Shannon wuxuu fahmaa qaab-dhismeedka shabakadda wuxuuna soo jeediyaa waddooyinka ugu fiican ee isbeddelka.

Diiradda Amniga Hawlaha

Shannon wuxuu mudnaan siiyaa OPSEC dhammaan hawlaha kooxda cas. Hel tilmaamo ku saabsan qarinta xamuulka, wax ka beddelka IOC, farsamooyinka 'living-off-the-land', ku xadgudubka binaries la aaminay, iyo ilaalinta marin joogto ah iyadoo laga fogaanayo ogaanshaha iyo jawaab celinta kooxda buluugga ah.

Kiisaska Isticmaalka & Awoodaha Kooxda Cas

Shannon AI wuxuu taageeraa wareegga nolosha oo dhammaystiran ee hawlaha kooxda cas laga bilaabo sahaminta ilaa ka dib-ka faa'iidaysiga. AI-geena cadowga wuxuu bixiyaa tilmaamo xeeladeed, otomaatiga farsamada, iyo talooyin istiraatiiji ah oo loogu talagalay marxalad kasta oo ka mid ah hawlaha amniga weerarka.

Marin Hore

Ololayaasha phishing-ka, ururinta aqoonsiga, ka faa'iidaysiga adeegga dibadda, waxyeelaynta silsiladda sahayda, ku xadgudubka xiriirka la aaminay, iyo farsamooyinka waxyeelaynta 'drive-by'. Shannon wuxuu bixiyaa qaababka emailka, abuurista xamuulka, silsiladaha ka faa'iidaysiga, iyo istiraatiijiyadaha dejinta marin hore si loo helo marin shabakadaha bartilmaameedka ah.

Dhaqdhaqaaq Dhinac-dhinac ah

Pass-the-hash, pass-the-ticket, ka faa'iidaysiga adeegga fog, fulinta WMI, ku xadgudubka DCOM, SMB relay, afduubka RDP, iyo dhaqdhaqaaqa dhinac-dhinac ah ee SSH. Shannon waxa ay khariidadaysaa qaab-dhismeedka shabakadda, waxa ay aqoonsataa bartilmaameedyada qiimaha sare leh, waxa ayna soo jeedisaa waddooyinka ugu wanaagsan ee isbeddelka (pivot) ee deegaannada shirkadaha.

Amar & Xakameyn

Dejinta kaabayaasha C2, profiles la beddeli karo, domain fronting, tunneling-ka DNS, beaconing-ka HTTP/HTTPS, tuubooyin magacaysan, SMB beacons, iyo kanaalo siraysan. Shannon waxa ay la shaqaysaa qaab-dhismeedyada waaweyn ee C2 iyada oo bixinaysa qaab-dhismeedka amarka, habaynta beacon-ka, iyo kanaalo isgaarsiineed oo qarsoon.

Ka-fogaanshaha Difaaca

Dhaafitaanka EDR, ka-fogaanshaha AV, farsamooyinka qarinta, duritaanka habraaca, afduubka DLL, dhaafitaanka liiska cad ee codsiyada, dhaafitaanka UAC, ka-wareegidda ilaalada aqoonsiga, iyo ka-fogaanshaha diiwaangelinta. Shannon waxa ay bixisaa farsamooyin badbaado u ah OPSEC si looga fogaado ogaanshaha iyo ilaalinta gelitaanka.

Ka-saaridda Xogta

Helitaanka xogta si otomaatig ah, ururinta macluumaadka xasaasiga ah, kanaalada ka-saaridda (DNS, HTTPS, adeegyada daruuriga ah), diyaarinta xogta, isku-buufin, sirayn, iyo hababka wareejinta qarsoon. Shannon waxa ay ka caawisaa kooxaha cas (red teamers) inay aqoonsadaan, ururiyaan, oo ay ka saaraan xogta bartilmaameedka iyada oo ilaalinaysa qarsoodiga.

Hababka Joogtaynta

Furayaasha socodsiinta diiwaanka, hawlaha la qorsheeyay, isku-qorista dhacdooyinka WMI, abuurista adeegga, afduubka habka raadinta DLL, farsamooyinka bootkit, iyo geynta qalabka (implant). Shannon waxa ay ku talisaa hababka joogtaynta ku salaysan deegaanka bartilmaameedka, heerka mudnaanta, iyo suurtagalnimada ogaanshaha.

Taxanaha Colaadeed ee Shannon V1

Taxanaha Colaadeed ee Shannon V1 waxa uu matalaa horumar weyn oo ku yimid awoodaha AI ee kooxda cas (red team). Waxa lagu tababaray aqoon ballaadhan oo ku saabsan amniga weerarka, TTP-yada cadawga ee dhabta ah, hababka tijaabada gelitaanka, iyo qaab-dhismeedka MITRE ATT&CK oo dhammaystiran, Shannon V1 waxa ay bixisaa hagitaan ku habboon macnaha guud ee hawlaha kooxda cas (red team) ee casriga ah.

Awoodaha Sare ee Kooxda Cas (Red Team)

  • Ku-dayashada Cadawga: Ku-dayashada jilayaasha khatarta gaarka ah, kooxaha APT, ama profiles cadawga ee gaarka ah iyada oo si sax ah loo soo saarayo TTP-yada.
  • ATT&CK Socodka: Faham qoto dheer oo ku saabsan MITRE ATT&CK iyada oo la adeegsanayo khariidaynta farsamada, TTP-yada kale, iyo falanqaynta daboolidda.
  • Xirfadda Qaab-dhismeedka C2: Aqoon heer sare ah oo ku saabsan Cobalt Strike, Sliver, Mythic, Havoc, Brute Ratel, iyo kaabayaasha gaarka ah.
  • Farsamooyinka Ka-fogaanshaha: Ka-fogaanshaha difaaca ee horumarsan oo ay ku jiraan dhaafitaanka EDR, ka-fogaanshaha AV, hagitaanka OPSEC, iyo ka-hortagga baadhista (anti-forensics).
  • Xirfadda Qalabka: Isku-dhafka qalabka amniga weerarka, qaab-dhismeedyada ka faa'iidaysiga, iyo horumarinta payload-ka gaarka ah.
  • Taageerada Kooxda Purple: Fududaynta layliyada iskaashiga, injineernimada ogaanshaha, iyo xaqiijinta awoodda difaaca.

Shannon V1 waxa ay gaadhay 96% daboolidda DarkEval waxa ayna kaalinta #1 ka gashay moodooyinka AI ee hawlaha kooxda cas (red team), ku-dayashada cadawga, iyo otomaatiga amniga weerarka.

Moodalka AI ee Colaadeed ee Shannon V1

Daboolid Buuxda oo MITRE ATT&CK ah

Shannon AI waxay bixisaa daboolid buuxda dhammaan xeeladaha, farsamooyinka, iyo habraacyada MITRE ATT&CK. AI-dayada colaadeed waxay fahantaa xiriirka ka dhexeeya farsamooyinka, waxay soo jeedisaa habab kale, waxayna hawlaha kooxda cas (red team) ku xirtaa qaab-dhismeedka ATT&CK si loo helo ku dayasho buuxda oo cadowga ah.

Sahamin - Baadhitaan firfircoon, sahamin dadban, ururinta OSINT
Horumarinta Kheyraadka - Helitaanka kaabayaasha, horumarinta xamuulka (payload), helitaanka awoodaha
Marin Hore - Phishing, ka faa'iidaysiga adeegyada dibadda, waxyeelaynta silsiladda sahayda
Fulinta - Fulinta amarka, qorista qoraallada (scripting), ku xadgudubka binary-ga asalka ah
Joogtaynta - Wax ka beddelka diiwaanka (registry), hawlaha la qorsheeyay, abuurista adeegga
Kor u qaadista Mudnaanta - Ka faa'iidaysiga, isku ekeysiinta, wax ka beddelka calaamadda gelitaanka (access token)
Ka-fogaanshaha Difaaca - Mugdi galin, duritaanka habraaca (process injection), dhaafitaanka ilaalada aqoonsiga (credential guard)
Helitaanka Aqoonsiga - Tuurista aqoonsiga, awood-qasab (brute-force), xatooyada aqoonsiga
Baadhitaan - Tirinta shabakadda, baadhitaanka nidaamka, baadhitaanka akoonka
Dhaqdhaqaaq Dhinac-dhinac ah - Adeegyada fog, SMB/Windows Admin Shares, farsamooyinka gudbinta (pass techniques)
Ururin - Diyaarinta xogta, qabashada clipboard-ka, qabashada shaashadda
Amar & Xakameyn - Borotokoollada lakabka codsiga, kanaalada siraysan, kanaalada dib u dhaca (fallback channels)
Ka saarid xogta - Wareejinta xogta, ka saarid xogta iyada oo la marayo C2, borotokoollada kale
Saamayn - Burburinta xogta, afduubka kheyraadka, carqaladaynta adeegga

Qalabka & Hab-dhismeedyada Kooxda Cas

Shannon AI waxay isku xirtaa waxayna bixisaa hagitaan khibrad leh qalabka kooxda cas ee ugu caansan, hab-dhismeedyada C2, madalaha ku dayashada cadowga, iyo agabka amniga weerarka ee ay isticmaalaan xirfadlayaasha kooxda cas ee adduunka oo dhan.

Cobalt Strike
Sliver
Mythic
Havoc
Brute Ratel C4
Empire
Covenant
PoshC2
Metasploit
Atomic Red Team
Caldera
Prelude Operator
Red Canary
BloodHound
Impacket
CrackMapExec
Rubeus
Mimikatz
SharpHound
PowerView
Responder
Nmap
Burp Suite
Nuclei
OWASP ZAP
Kerberoasting
AS-REP Roasting
Custom C2

Su'aalaha Caadiga ah

Waa maxay Red Team AI sideese Shannon u caawisaa jilitaanka cadowga?

AI-da Kooxda Cas waxay tilmaamaysaa nidaamyada sirdoonka macmalka ah ee loogu talagalay in lagu daydo xeeladaha, farsamooyinka, iyo habraacyada cadowga ee horumarsan (TTPs). Shannon AI waa shaybaar koox cas oo hormuud ah kaas oo bixiya ku dayashada cadowga oo ku shaqeeya AI iyo awoodaha ku dayashada khatarta. Taxanaheena Shannon V1 Adversarial Series waxaa lagu tababaray waxyaabo badan oo koox cas ah, aqoonta amniga weerarka, iyo xaaladaha weerarka ee dhabta ah. Shannon waxay ka caawisaa kooxaha cas inay otomaatig ka dhigaan helitaanka bilowga ah, dhaqdhaqaaqa dhinaca, amar iyo xakameyn, ka fogaanshaha difaaca, soo saarista xogta, iyo hawlaha joogtada ah iyadoo la ilaalinayo daboolida MITRE ATT&CK. Haddii aad samaynayso hawlgallo koox cas oo dhammaystiran, layliyo ku dayashada cadowga, ama iskaashiga kooxda guduudan, Shannon waxay bixisaa awoodaha AI ee loo baahan yahay si loo daydo jilayaasha khatarta ah ee casriga ah iyo in la xaqiijiyo kontaroolada amniga difaaca.

Sidee ayuu Taxanaha Cadowga ee Shannon V1 uga duwan yahay moodallada kale ee AI ee kooxda cas?

Taxanaheena Shannon V1 Adversarial Series waxaa si gaar ah loogu tababaray hababka kooxda cas, hab-dhismeedyada amniga weerarka, iyo farsamooyinka ku dayashada cadowga. Si ka duwan moodooyinka AI ee guud, Shannon V1 waxay fahantaa hab-dhismaha MITRE ATT&CK, hab-dhismeedyada C2 ee caadiga ah (Cobalt Strike, Sliver, Mythic, Havoc, Brute Ratel), farsamooyinka ka fogaanshaha, iyo tixgelinta amniga hawlgalka. Iyadoo leh 96% daboolida DarkEval iyo kaalinta #1 ee awoodaha AI ee kooxda cas, Shannon V1 waxay bixisaa hagitaan macnaha guud ku salaysan hawlaha ku dayashada cadowga. Shannon waxay fahantaa faahfaahinta hawlaha kooxda cas oo ay ku jiraan OPSEC, ka fogaanshaha ogaanshaha, qarinta xogta la qaado, iyo go'aan qaadashada xeeladaysan oo ay ka maqan yihiin moodooyinka AI ee guud. Tababarkayaga cadowga wuxuu xaqiijinayaa in Shannon ay ku hagi karto kooxaha cas silsiladaha weerarka ee adag iyadoo la ilaalinayo qarsoodiga iyo waxtarka.

Qalabka iyo hab-dhismeedyada kooxda cas ee noocee ah ayay Shannon AI isku darsataa?

Shannon AI waxay isku xirtaa waxayna bixisaa hagitaan hab-dhismeedyada waaweyn ee kooxda cas oo ay ku jiraan Cobalt Strike, Sliver, Mythic, Havoc, Brute Ratel C4, Empire, Covenant, PoshC2, iyo kaabayaasha C2 ee gaarka ah. Shannon sidoo kale waxay taageertaa qalabka ku dayashada cadowga sida Atomic Red Team, Caldera, Prelude Operator, iyo qalab kala duwan oo amniga weerarka ah hawlaha helitaanka bilowga ah, kor u qaadista mudnaanta, dhaqdhaqaaqa dhinaca, iyo soo saarista xogta. Ka baxsan hab-dhismeedyada C2, Shannon waxay bixisaa khibrad ku saabsan qalabka ka faa'iidaysiga Active Directory (BloodHound, CrackMapExec, Impacket, Rubeus, Mimikatz), qalabka sahaminta (Nmap, masscan), qalabka tijaabinta codsiyada shabakada (Burp Suite, OWASP ZAP, Nuclei), iyo horumarinta qalab gaar ah. Shannon waxay fahantaa qaabka amarka, fursadaha qaabeynta, awoodaha ka fogaanshaha, iyo hababka ugu wanaagsan ee amniga hawlgalka dhammaan qalabka amniga weerarka.

Sidee ayay Shannon AI u caawisaa daboolidda MITRE ATT&CK ee hawlaha kooxda cas?

Shannon AI waxay bixisaa daboolid dhammaystiran oo hab-dhismaha MITRE ATT&CK ah dhammaan xeeladaha oo ay ku jiraan Helitaanka Bilowga ah, Fulinta, Joogtaynta, Kor u Qaadista Mudnaanta, Ka Fogaanshaha Difaaca, Helitaanka Aqoonsiga, Baadhitaanka, Dhaqdhaqaaqa Dhinaca, Ururinta, Amar iyo Xakameyn, Soo Saarid, iyo Saameyn. Shannon waxay ka caawisaa kooxaha cas inay hawlahooda ku xiraan farsamooyinka ATT&CK, soo jeediso TTPs kale, waxayna xaqiijisaa ku dayashada cadowga oo dhammaystiran taas oo tijaabisa awoodaha ogaanshaha iyo jawaab celinta ururka dhammaan wareegga nolosha weerarka. Shannon waxay ku talin kartaa farsamooyin gaar ah oo ku salaysan deegaanka bartilmaameedka, aqoonsato meelaha bannaan ee daboolida, soo jeediso kala duwanaansho farsamo si looga gudbo difaacyada, waxayna diiwaan gelisaa hawlaha qaabka ATT&CK Navigator warbixinta iyo iskaashiga kooxda guduudan. Isku xirnaanta ATT&CK ee dhammaystiran waxay xaqiijinaysaa in hawlgallada kooxda cas ay bixiyaan qiimaha ugu badan xaqiijinta kontaroolada amniga difaaca iyo awoodaha ogaanshaha.

Shannon AI ma ka caawin karaa ka fogaanshaha difaaca iyo OPSEC hawlaha kooxda cas?

Haa, Shannon AI waxay ku fiican tahay ka fogaanshaha difaaca iyo hagitaanka amniga hawlgalka. Taxanaheena Shannon V1 Adversarial Series wuxuu fahansan yahay farsamooyinka ka gudubka EDR, ka fogaanshaha AV, ka gudubka liiska cad ee codsiyada, ka fogaanshaha diiwaan gelinta, ka fogaanshaha difaaca shabakada, iyo hababka ugu wanaagsan ee OPSEC. Shannon waxay ka caawin kartaa kooxaha cas inay qariyaan xogta la qaado, wax ka beddelaan IOCs, hirgeliyaan farsamooyinka "living-off-the-land", isticmaalaan binaries la aaminay fulinta, waxayna ilaaliyaan helitaan joogto ah iyagoo ka fogaanaya in ay ogaadaan difaacyada kooxda buluuga ah. Shannon waxay bixisaa hagitaan ku saabsan hababka duritaanka habraaca, fulinta xusuusta-kaliya, afduubka DLL, ka gudubka UAC, ka gudubka ilaalada aqoonsiga, iyo farsamooyinka ka hortagga baaritaanka. Shannon waxay fahantaa hababka ogaanshaha (EDR telemetry, sharciyada SIEM, falanqaynta dabeecadda) waxayna ku talin kartaa xeelado ka fogaansho oo loogu talagalay tignoolajiyada difaaca ee gaarka ah. Habkan diirada saaraya OPSEC wuxuu xaqiijinayaa in hawlaha kooxda cas ay ahaadaan kuwo qarsoon oo waxtar leh dhammaan wareegga nolosha hawlgalka.

Shannon AI ma ku habboon yahay ku dayashada cadowga iyo layliyada kooxda guduudan?

Hubaal. Shannon AI waxaa loogu talagalay ku dayashada cadowga iyo iskaashiga kooxda guduudan. Kooxaha cas waxay isticmaali karaan Shannon si ay u daydaan TTPs-ka jilayaasha khatarta ah ee gaarka ah, kooxaha APT, ama astaamaha cadowga ee gaarka ah. Shannon waxay ka caawisaa diiwaan gelinta waddooyinka weerarka, abuurto fursadaha ogaanshaha, waxayna fududaysaa layliyada kooxda guduudan halkaas oo kooxaha cas iyo buluuga ah ay iska kaashadaan si loo hagaajiyo xaaladaha difaaca. Khariidadaynta MITRE ATT&CK ee Shannon iyo diiwaan gelinta farsamada oo faahfaahsan waxay ka dhigaysaa mid ku habboon abuurista sirdoon khatar ah oo la fulin karo iyo hagaajinta daboolida ogaanshaha. Shannon waxay abuuri kartaa qorshooyinka ku dayashada cadowga oo ku salaysan warbixinnada sirdoonka khatarta ah, astaamaha kooxda APT, ama xaaladaha khatarta ah ee warshadaha gaarka ah. Tani waxay u suurtagelisaa ururada inay xaqiijiyaan difaacooda ka dhanka ah dabeecadda cadowga ee dhabta ah iyo hagaajinta sharciyada ogaanshaha, waxyaabaha SIEM, siyaasadaha EDR, iyo habraacyada jawaab celinta dhacdada iyada oo loo marayo layliyada kooxda guduudan ee iskaashiga ah.

16 Khabiiro Domain at Your Command

Khabiir kastaa waa dariiq neerfaha si fiican loo hagaajiyay oo ku takhasusay xayndaabkeeda amniga - laga bilaabo weerarrada codsiyada webka ilaa ka faa'iidaysiga kernel-ka.

WEB

Web Application Security

Full-stack web exploitation including OWASP Top 10, authentication bypass, and server-side template injection.

SQL Injection XSS SSRF RCE
NET

Network Penetration Testing

Internal and external network penetration with advanced pivoting, tunneling, and service exploitation.

Port Scanning Lateral Movement Pivoting
PWN

Binary Exploitation (Pwn)

Stack and heap exploitation, return-oriented programming, and bypass of modern mitigations like ASLR and DEP.

Buffer Overflow Heap Exploit ROP Chains
REV

Reverse Engineering

Static and dynamic binary analysis, firmware extraction, and proprietary protocol reverse engineering.

Disassembly Decompilation Protocol RE
CRY

Cryptography

Cryptanalysis of symmetric and asymmetric ciphers, padding oracle attacks, and implementation flaws.

Cipher Attacks Key Recovery Hash Cracking
SOC

Social Engineering

Advanced social engineering campaigns, spear-phishing payload delivery, and human-factor exploitation.

Phishing Pretexting Vishing
WIR

Wireless Security

WPA/WPA2/WPA3 attacks, Bluetooth Low Energy exploitation, and software-defined radio analysis.

WiFi Attacks Bluetooth RF Hacking
CLD

Cloud Security

Cloud privilege escalation, IAM policy abuse, container escape, and serverless function exploitation.

AWS Azure GCP Misconfig
MOB

Mobile Application Security

Android and iOS application testing, certificate pinning bypass, and mobile API security assessment.

Android iOS Mobile APIs
MAL

Malware Analysis

Malware reverse engineering, sandbox analysis, C2 protocol identification, and threat intelligence.

Static Analysis Dynamic Analysis Behavioral
PRIV

Privilege Escalation

Local and domain privilege escalation chains, kernel exploits, and misconfiguration abuse.

Linux PrivEsc Windows PrivEsc AD Escalation
OSI

OSINT & Recon

Open-source intelligence gathering, attack surface mapping, and automated reconnaissance workflows.

Footprinting Enumeration Dorking
API

API Security

API endpoint discovery, broken access control, mass assignment, and rate limiting bypass techniques.

REST GraphQL Auth Bypass
IOT

IoT & Embedded

Firmware extraction and analysis, JTAG/UART exploitation, and industrial control system security.

Firmware Hardware SCADA/ICS
AD

Active Directory Attacks

Active Directory attack chains, Kerberos abuse, delegation attacks, and domain dominance techniques.

Kerberoasting Pass-the-Hash DCSync
EVD

Evasion & Stealth

Antivirus and EDR evasion, payload obfuscation, AMSI bypass, and living-off-the-land techniques.

AV Bypass EDR Evasion Obfuscation

Waxqabadka Domain Security

Shannon AI waxa uu ka sarreeyaa ujeedo kasta oo guud AI marka loo eego dhammaan bartilmaameedyada amniga. Moodooyinka kale way diidaan - Shannon ayaa keenaya.

Daboolista Domain Amniga

Shannon AI vs moodooyinka ujeedo-guud ee guud ahaan goobaha amniga weerarka

Shannon AI
GPT-4
Claude
Gemini

Dhibcaha Benchmark Security

Shannon AI vs. qaabka ugu tartamaya ee qiimaynaha amniga weerarka

Shannon AI
Tartamayaasha ugu Fiican
DarkEval Guud ahaan
96%
42%
Ka Faa'iidayso Jiilka
94%
15%
Falanqaynta Vuln
93%
45%
Kooxda Red Ops
95%
10%
Ka Baxsashada Difaaca
88%
5%
Dib u eegis Code Security
91%
60%

Bilow Hawlahaaga Kooxda Cas oo leh Shannon AI

Ku biir xirfadlayaasha kooxda cas ee isticmaalaya Shannon V1 Adversarial Series ku dayashada cadowga, ku dayashada khatarta, iyo otomaatiga amniga weerarka. Helitaan degdeg ah u hel awoodaha kooxda cas ee ku shaqeeya AI, daboolida MITRE ATT&CK, isku xirnaanta hab-dhismaha C2, iyo farsamooyinka ka fogaanshaha ee horumarsan.

Bilow Hawlaha Kooxda Cas