Omnia AI Factory – Cyber AI Product Suite
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The document describes Deloitte's Omnia AI Factory and its Cyber AI product suite. The Omnia AI Factory combines machine learning capabilities with business and industry expertise to create targeted AI products that solve complex problems. The Cyber AI product suite provides AI-enabled cybersecurity solutions, including Cyber AI APM, Cyber AI Hunter, Cyber AI Phishing Analytics, and Cyber AI IAM, which utilize advanced analytics and machine learning to help organizations proactively protect against cyber threats.
Omnia AI Factory – Cyber AI Product Suite
- 1. Omnia AI Factory – Cyber AI Product Suite March 2021
- 2. Copyright © 2021 Deloitte Development LLC. All rights reserved. 2 Artificial Intelligence (AI) is no longer on the horizon. It’s here, and it is already having a profound impact on how we live, work, and do business. AI can and will transform organizational decision-making, drive efficiencies, build new capabilities and businesses, and power sustainable, value-driving activities. AI only succeeds when organizations see the big picture in a new, holistic way. There also needs to be an understanding of the change that will need to be managed across the organization to sustain the new value. Deloitte’s Omnia AI leads all others in starting, enabling, accelerating, and sustaining the journey. Omnia AI Factory The Omnia AI Factory is where strategy meets intelligent design. We coordinate and synthesize the powers of Omnia AI to create unique and targeted products that optimize the way a business works. Combining machine-learning capabilities with deep business and industry acumen allows us to solve complex problems and build tangible, enterprising solutions. The AI Factory is a creation engine that is continually learning, evolving and driving change. It’s built into our DNA and it informs our approach to product design.
- 3. Copyright © 2021 Deloitte Development LLC. All rights reserved. 3 The Cyber AI product suite provides businesses with artificial intelligence (AI)-enabled cybersecurity solutions that protect your most critical assets against emerging threats through predictive threat analysis and enhanced threat detection capabilities. Cyber AI product suite incorporates advanced analytics techniques to empower you to proactively protect your organization from both internal and external cybersecurity threats. Utilizing the power of AI, both products provide recommendations for remediation and risk mitigation, showing how each action will positively affect your overall risk exposure. Cyber AI APM (Attack Path Modeling) An AI-enabled solution that provides a graphical visualization of your network showing quantifiable risk exposures via attack paths designed to complement your crown jewel protection strategy Cyber AI IAM (Identity Access Management) An AI enabled role maintenance / role mining solution that closely monitors how end users consume the IAM recommendations Cyber AI Hunter Cyber AI Hunter is an end-to-end solution that leverages Artificial Intelligence to help organizations detect, monitor and prioritize risks arising from User and Entity Behavior Cyber AI Phishing Analytics An AI enabled solution for proactive detection of phishing attacks that enables organizations to augment their security operations teams more efficiently Omnia Cyber AI Product Suite
- 4. Copyright © 2021 Deloitte Development LLC. All rights reserved. 4 Cyber AI APM is an AI-enabled solution for predictive, pre-emptive & proactive threat identification and cyber risk management 4 Cyber AI APM (Attack Path Modelling) is an AI-led graph-based solution that provides unified visualization of enterprise attack surface and ongoing cyber risk assessment on organization’s critical assets/crown jewels. Cyber AI APM uses advanced machine learning algorithms to predict potential exposures and generates intelligent, prioritized recommendations to mitigate these cyber risks. It can also augment existing vulnerability management and breach assessment/simulation platforms. Cyber AI APM is a critical capability in your cybersecurity toolkit to move from security of today to tomorrow—allowing you to protect the organization from cyber threats before they occur. Superior IT/OT Visibility Correlation of multiple IT/OT data sources with threat intelligence to provide unified view of the enterprise IT/OT cyber risk Predict Vulnerable Entry Points, Compute Attack Paths, and Calculate Risk Scores Enhanced Risk Assessment by aggregating safety and operational risk into risk score models Optimized Remediation Strategy Actionable intelligence by providing the most impactful recommendations Integration with ticketing and orchestration platforms for threat prevention Differentiated offering addressing a market gap C y b e r A I A P M
- 5. Copyright © 2021 Deloitte Development LLC. All rights reserved. 5 Cyber AI Hunter is an AI-enabled solution for monitoring and detecting advanced cyber treats, NextGen SIEM and UEBA 5 Cyber AI Hunter is Deloitte’s AI-enabled cyber threat detection and behavior Analytics UEBA Workbench that enables end-to-end detection, monitoring and prioritization of insider threats by correlating organization’s data sources. Cyber AI Hunter leverages native cloud capability to provide high performance data streaming and batching for threats arising from threats on customers’ premises or on the cloud. It also leverages Artificial Intelligence to identify known and unknown threats, including data exfiltration, privilege misuse and fraud, via multi- dimensional user and entity behavior analytics and detect anomalies in user behaviour. Cyber AI Hunter provides integrated cases management and investigation workbench augmenting threat hunting teams with the ability to search for threat actors or indicators of compromise with visual pivoting available on any entity in order to develop valuable threat context. C y b e r A I H u n t e r Differentiated offering addressing a market gap AI-enabled Behavior Analytics Risk-centered Approach to User and Entity Behavior Analytics Flexibility to assess the overall risk of the organization by building a comprehensive entity risk profile Efficient, effective security operations Intelligent Investigation Workbench Rapid investigation of incidents by pivoting on anomalous entities and tracing associated events Proactive detection of abnormal user activities using Machine Learning algorithms De-prioritization of false positives that aren’t corroborated through risk- based priority algorithms
- 6. Copyright © 2021 Deloitte Development LLC. All rights reserved. 6 Cyber AI Phishing Analytics is an AI-enabled solution for proactive detection and prevention of phishing attacks, enabling effective and timely mitigation strategies 6 Cyber AI Phishing Analytics is an Artificial Intelligence enabled solution for proactive detection and prevention of phishing attacks which helps organizations better simulate, detect, and respond to phishing attacks within their environment by leveraging Natural Language Processing and Machine Learning. Cyber AI Phishing Analytics leverages Artificial Intelligence to identify potential phishing emails by analyzing sender fingerprint, detecting anomalies in user behaviour and processing the content of emails. Cyber AI Phishing Analytics goes beyond detecting threats and takes a risk-based approach to better understanding the behavior of users and identifies the training and awareness efforts required for employees. Proactive Defense Robust risk based approach for detecting and preventing phishing threats using Natural Language Processing before users can engage with them. Effective Security Operations Management Seamless connectivity to enterprise ticketing system, augmenting operations teams with near real time visibility into high- risk phishing threats. Enable Targeted Security Awareness Programs Integration with security awareness programs to train high-risk end users to recognize and avoid phishing emails. Differentiated offering addressing a market gap 6 6 C y b e r A I P h i s h i n g
- 7. Copyright © 2021 Deloitte Development LLC. All rights reserved. 7 Cyber AI IAM is an AI-enabled role maintenance solution delivering data-driven insights to reduce access-based risk 7 Differentiated offering addressing a market gap C y b e r A I I A M Cyber AI IAM is Deloitte’s AI-enabled role maintenance solution that generates informed and intelligent data-driven decisions to deliver role maintenance recommendations and optimize pre-defined roles. Cyber AI IAM performs dynamic calculation and evaluation of risk based on identity, entitlement and usage data to generate proprietary impact scores as a measure of the strength of recommendations relative to one another. Our state of the art advanced analytics engine is powered with a closed loop feedback mechanism to enable machine learning as we scale operations and is configurable to deliver results tailored to your organization. Data driven recommendations Provide recommendations for entitlement level changes required to existing role definitions Enhanced reporting Generate real-time impact reporting on high priority KPI’s and synthesize accepted recommendations into decision reports Integration & Automation Couple with and ingest batch data from leading IAM solutions to automate role analysis and definition Impact scoring & KPI analysis Configure and tailor algorithms to high priority KPI’s to analyze impact on roles, users and overall system