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Home Artificial Intelligence

Darktrace Advances Behavioral Security to Protect AI Agents, People and Infrastructure

August 3, 2026
in Artificial Intelligence, GlobeNewswire, Non-Fungible Token, Web3
Reading Time: 15 mins read
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Camb idge, UK, Aug. 03, 2026 (GLOBE NEWSWIRE) — Da kt ace, a global leade i behavio al secu ity, today i t oduced the Da kt ace Behavio al Defe se Platfo m™, which is desig ed to p otect the mode e te p ise as AI systems a d age ts i c easi gly ope ate alo gside people a d co ect to busi ess-c itical applicatio s a d i f ast uctu e.

The platfo m builds o mo e tha a decade of Da kt ace i ovatio i behavio al secu ity to add ess a ew eality whe e isk ca eme ge f om people, AI age ts, t usted ide tities, co ected systems, o the i te actio s betwee them.

The Da kt ace Behavio al Defe se Platfo m uses Da kt ace’s u ique Adaptive AI™ to meet that challe ge. It co ti uously lea s how a o ga izatio ’s people a d AI behave, buildi g a u ique u de sta di g of the o ga izatio so it ca detect a d espo d auto omously whe behavio deviates. This busi ess-specific u de sta di g e ables the platfo m to ide tify activity that does ot belo g, co ect it with elated behavio ac oss the e te p ise, a d act auto omously i eal time befo e isk escalates.

A esse tial pa t of the ew platfo m is Da kt ace / SECURE AI™, a p oduct that secu es the deployme t, ma ageme t, developme t, a d use of AI systems a d age ts, alo gside a ew Platfo m Po tal that b i gs 360° I sights i to a si gle custome e vi o me t. The po tal p ovides a co elated, eal-time view of i sights a d th eats ac oss the digital estate, helpi g custome s u de sta d how activity a d isk co ect ac oss AI, people, a d i f ast uctu e.

AI Is Cha gi g What O ga izatio s Ca Do a d What It Takes to Secu e Them

The eed fo this co ected app oach is g owi g quickly. Ac oss Da kt ace’s custome base, the ave age umbe of co ectio s to AI se vices i c eased 13% du i g the fi st half of 2026, a d the typical o ga izatio ow i te acts with seve diffe e t AI p ovide s[1]. This expa ds the umbe of use s, ide tities, age ts, a d systems that secu ity teams must u de sta d a d p otect, while exposi g the limits of fixed gua d ails a d co t ols. I Ju e 2026, NIST highlighted mathematical p oof showi g that o fixed set of AI gua d ails ca be u ive sally obust agai st adve sa ial p ompts, ei fo ci g the eed fo co ti uous mo ito i g, testi g, a d updates[2].

At the same time, the exte al th eats faci g o ga izatio s a e cha gi g apidly. Da kt ace’s mid-yea th eat update fou d that attacke s a e i c easi gly abusi g t usted ide tities, SaaS platfo ms, softwa e supply chai s, a d AI se vices athe tha elyi g o softwa e vul e abilities alo e.

The isk does ot always begi with malicious i te t eithe . I a ece t i cide t, Ope AI models escaped thei test e vi o me t a d b eached a Huggi g Face system.

Static ules, sig atu es, a d k ow i dicato s of comp omise ca ot keep pace with comp omises a d attacks that ope ate i side authe ticated, t usted cha els. Secu ity teams eed to u de sta d activity i co text, i cludi g who o what is acti g, what systems it is accessi g, a d whethe its behavio is co siste t with how the o ga izatio o mally ope ates.

“AI is c eati g ext ao di a y oppo tu ities fo o ga izatio s, but it is also eshapi g the secu ity challe ges they face,” said Ed Je i gs, P eside t a d CEO of Da kt ace. “Fo mo e tha a decade, we have built o the si gle co victio that secu ity sta ts with u de sta di g behavio . As people, age ts, a d i f ast uctu e co ect i ew ways, o ga izatio s eed secu ity that u de sta ds how they ope ate as a whole.  The Da kt ace Behavio al Defe se Platfo m is built to help o ga izatio s move fo wa d i this e vi o me t with co fide ce.”

I t oduci g the Da kt ace Behavio al Defe se Platfo m

The Da kt ace Behavio al Defe se Platfo m is built fo a th eat e vi o me t i which isk ca come f om a ogue o misco figu ed AI age t, a attacke exploiti g a ew vul e ability, o a bad acto ope ati g th ough t usted cha els. Rathe tha elyi g solely o static ules, sig atu es, o k ow i dicato s, the platfo m lea s what is o mal fo each o ga izatio a d builds a eal-time u de sta di g of behavio ac oss the e te p ise. It p ovides u ified visibility, co ti uous behavio al mo ito i g, a d auto omous espo se ac oss AI, people, a d i f ast uctu e, helpi g secu ity teams detect activity that does ot belo g a d co tai it befo e it causes ha m. This i cludes secu i g the deployme t, ma ageme t, a d developme t of AI systems a d age ts; defe di g agai st phishi g, accou t takeove , data exfilt atio , a d huma isk ac oss email a d collabo atio tools; a d delive i g visibility, detectio , a d espo se ac oss etwo k, cloud, a d OT e vi o me ts.

The Da kt ace Behavio al Defe se Platfo m is built o th ee co e capabilities that wo k togethe to tu behavio al u de sta di g i to p otectio :

  • 360° I sights, the visibility laye , p ovides a co elated, eal-time view of i sights a d th eats ac oss the full digital estate.
  • U ique Behavio al P ofile, the i tellige ce laye , is a evolvi g ep ese tatio of how a o ga izatio behaves, co ects, a d ope ates ac oss AI, people, a d i f ast uctu e — u ique to eve y e vi o me t, co ti uously lea i g i eal time a d mo e accu ate with eve y i te actio .
  • Real-Time AI A alyst™, the auto omous laye , detects, i vestigates, t iages, a d espo ds i eal time, so th eats a e co tai ed befo e they escalate.

Togethe , these capabilities e able Da kt ace to detect k ow , u k ow , a d ovel th eats; u de sta d attacks that c oss e vi o me ts as a si gle i cide t athe tha ma y disco ected ale ts; a d e able auto omous espo se at machi e speed, without waiti g o a huma whe immediate actio is equi ed.

The ew Platfo m Po tal se ves as the ce t al e t y poi t to a custome ’s Da kt ace deployme t. It p ovides a u ified view of the p oducts, tech ologies, e vi o me ts, cove age, a d isks ac oss the platfo m, helpi g teams u de sta d thei cu e t secu ity postu e, avigate ac oss capabilities, p io itize a eas equi i g atte tio , a d see how thei Da kt ace estate expa ds as they adopt mo e of the platfo m.

Adaptive AI: The Tech ology Fou datio

At the co e of the platfo m is Adaptive AI, Da kt ace’s p op ieta y tech ology fou datio . Adaptive AI applies the most effective AI tech iques fo each secu ity challe ge, f om a omaly detectio a d p obabilistic easo i g to g aph a alysis a d la ge la guage models, to i te p et complex activity ac oss the e te p ise. As it ope ates, it builds a evolvi g model of how each o ga izatio behaves, lea i g the elatio ships, depe de cies, a d ope atio al patte s that make it u ique. The esult is a u ique behavio al p ofile that is specific to eve y e vi o me t, lea s co ti uously i eal time, a d becomes mo e accu ate with eve y i te actio . These capabilities a e st e gthe ed by Da kt ace’s p op ieta y secu ity dataset, built f om millio s of Real-Time AI A alyst i vestigatio s a d obse vatio s. Whe behavio deviates f om o mal, Adaptive AI e ables the platfo m to detect, t iage, a d espo d auto omously i eal time.

Today, the Da kt ace Behavio al Defe se Platfo m a d Adaptive AI p otects ea ly 10,000 o ga izatio s ac oss all i dust ies a ou d the wo ld, i cludi g Ae Solei , Alte ma , Ba co Galicia, Coca-Cola Beve ages No theast, HARMAN I te atio al, State of Oklahoma a d mo e.

REFERENCES[1] Based o agg egated Da kt ace p oduct telemet y ac oss a fleet of ~8,800 obse ved deployme ts, measu i g ave age detected co ectio s to exte al AI se vices pe deployme t pe mo th f om Ja ua y 2026 to Ju e 2026.[2] NIST, “NIST Mathematical P oof Suppo ts T a sitio to a Co ti uous-Mo ito -a d-Update Secu ity Model fo AI Systems,” Ju e 9, 2026, https://www. ist.gov/ ews-eve ts/ ews/2026/06/ ist-mathematical-p oof-suppo ts-t a sitio -co ti uous-mo ito -a d-update.

About Da kt ace

Da kt ace secu es the mode e te p ise by p otecti g AI, people, a d i f ast uctu e with behavio al secu ity. Fou ded i 2013, Da kt ace uses Adaptive AI to u de sta d what is o mal fo a o ga izatio a d detect k ow , u k ow a d ovel th eats a d espo d auto omously i eal time. The Da kt ace Behavio al Defe se Platfo m delive s u ified visibility, co ti uous behavio al mo ito i g, a d auto omous espo se ac oss the e te p ise. Da kt ace p otects ea ly 10,000 custome s ac oss majo i dust ies globally, helpi g o ga izatio s defe d AI-powe ed th eats ac oss AI a d age ts, email a d collabo atio tools, a d hyb id etwo ks, while e abli g them to i ovate with AI secu ely.

Co tact I fo

Da kt ace Media Relatio smedia@da kt ace.com+1 929-316-4384

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