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GEOSPATIAL WORLD FORUM

2017

GEOSPATIAL + DEEP LEARNING: SHAPING SMARTER WORLD

Artificial Intelligence Transforming Defense and Security Operations

(An Academic Perspective)

Dr. AMIT MUKHERJEE

(VISITING FELLOW)

IDSA – NEW DELHI

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Cyber Security & Cyber Defense Operations

Israeli Model Approach –

•Five stage Identification design – kill chain.

•(recon-weakness, weaponisation, delivery, exploit).

•Integrated Security Approach – early warnings before exploit phase.

•Intrusion Detection Prevention System

Challenges -

I.Low detection rate

II.Dynamic nature of data of attacks

III.Absence of AI for heuristic identification

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

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ANN(Artificial neural Network) to (Deep Neural Network) Prediction

Systems. Deep Instinct – Three stages (DARPA standards)

ANN-RBS / CBS (Rule Based Systems to Case Based Systems)

Dark trace

Hybrid Security Israel.

Pattern X

AIS – Artificial Immune Systems – detection and counter action.

Cyber Security

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

Cyber Security & Cyber Defense Operations

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Speech Recognition and Language Recognition

Big Data Analytics – Israeli Anti Terror Operations

Robotics – Logistic Support, Combat Role, Security

Driverless Transportation – Air, Water and Land.

Visual Media reasoning (VMR) – DARPA

Persistent Close Air Support (PCAS)- DARPA

Broad Operation Language Translation (BOLT) – DARPA

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

AI in Security Based Systems

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DARPA LCTI Converts a totally dark scene to daylight like illumination

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

AI in Security Platforms

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AI in Autonomous Vehicular Systems AI for inter vehicular communication – Guardium / Segev

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

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AI in Vehicle to Vehicle (V2V) and Vehicle to Infrastructure(V2I) setup for Defense systems Levels of Automation • Service Automation • Functional Automation • Combined Automation • Limited Driving Automation • Full Self Driving Automation

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

AI in Autonomous Security Platforms

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AI-Intelligent Defense Systems

AI – in Smart Missile Systems - Trophy

AI – in BMD

AI – in ALPHA UCAV -is a significant breakthrough in the

application of what is called genetic-fuzzy systems.

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

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Important Aspects of AI in Battlefield Surveillance – GIS Approach

1. Knowledge of Battlefield as it Exists at a given time.

2. Changes Detected within enemy Formations – Identifying Intent.

3. Insight into Enemy Territory - Identifying Motive and Plan.

4. Insight into Enemy Territory - Identifying Deployment & Tactics.

Dr. Amit Mukherjee (Visiting Fellow -IDSA)

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AI – MILITARY GIS APPROACH

. Imagery Intelligence

· Targeting

. Mapping

· Terrain Analysis

· Weather

· Visualization

Dr. Amit Mukherjee (Visiting Fellow -IDSA)