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tection cover- age ,

Loud hailers and spotlight / lighting sys- tems to deter people and oth- er threats from perimeters ,

Blue-force tracking ( peo- ple , land and sea vehicles ),

License Plate Recognition systems ,

ATAK / TAK , and AIS

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Use of AI in PureActiv C5ISR

The use of AI in surveillance sys- tems has become widespread , often with big success , but some- times with mixed results .

As we have often observed in the recorded surveillance photos and videos , adversarial meth-

ods and techniques are some- times able to defeat the stan- dard AI / ML neural nets training by changing shapes , adding layers of clothing to become low ob- servables , etc .

It is no surprise that in order to solve the standard Detect-Iden- tify-Classify problem a com- plex approach extending beyond the AI is imperative .

The current DoD Digital Mod-

ernization Strategy guidelines

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