,i  #aai? ,,congress  #b;d ,session  ,h4
 ,r4 #ieff  ,,9 ,,! ,,h\se ,,(          
,,repres5tatives  ,june #cj1 #bjbf,mr4  
,s*weik]t introduc$ ! foll[+ bill2 :i* 0
 ref]r$ to ! ,committee on ,homel&      
,security  ,a ,,bill  ,to e/abli% a     
pilot program = use by ,u4,s4 ,cu/oms & 
,bord] ,protection at l& ports ( entry  
along ! ,arizona bord] to assess ! use (
 artificial intellig5ce ?r\gh an anomaly
 detection algori?m1 & = o!r purposes4  
#a4 ,pilot program = use by ,,cbp at l& 
ports ( entry along ! ,arizona bord] (  
artificial intellig5ce ?r\gh an anomaly 
detection algori?m  7a7 ,9 g5]al ,n lat]
 ?an two ye>s aft] ! date ( ! enactm5t (
 ?is ,act1 ! ,commission] ( ,u4,s4      
,cu/oms ,bord] ,protection 7,,cbp7 %all 
implem5t a pilot program to implem5t an 
anomaly detection algori?m t uses       
artificial intellig5ce to improve !     
scre5+1 effici5cy1 inspection1 &        
int]diction ( illicit drugs & contrab&  
at l& ports ( entry along ! ,arizona    
bord]4 ,! anomaly detection algori?m    

%all be te/$ & assess$ = ! purpose (    
assi/+ ,,cbp (fic]s 9 su* scre5+1       
inspection1 & int]diction = su* illicit 
drugs & contrab&4  7b7 ,assessm5t ,aft] 
implem5t+ ! pilot program "u subsection 
7a71 ! ,commission] ( ,,cbp %all te/ &  
collect data reg>d+ ! anomaly detection 
algori?m's ability to--  7#a7 assi/ )   
ineffici5cies & und]/aff+ ( ,,cbp       
(fic]s2  7#b7 improve ?or\ghness (      
inspections2  7#c7 improve accuracy (   
illicit drug & contrab& detection2  7#d7
 improve effici5cy & process+ times2    
7#e7 improve intellig5ce ef=ts2 &  7#f7 
/r5g!n bord] security by combat+        
traffick+ ( illicit drugs & contrab&4   
7c7 ,cyb]security managem5t ,! ,secret>y
 ( ,homel& ,security %all ensure ! use (
 anomaly detection algori?m "u ?is      
section-- 7#a7 satisfies all ,dep>tm5t (
 ,homel& ,security cyb]security         
requirem5ts2 &  7#b7 is subject to      
rigor\s & ongo+ cyb] risk managem5t4    
7d7 ,coord9ation ,! ,commission] ( ,,cbp
 may "w ) ! ,secret>y ( ,homel&         

,security1 ! ,director ( ! ,cyb]security
 & ,infra/ructure ,security ,ag5cy1 or !
 head ( any o!r ,f$]al ,gov]nm5t        
dep>tm5t or ag5cy 9 ! developm5t1 te/+1 
& implem5tation ( ! anomaly detection   
algori?m4  7e7 ,private sector          
involvem5t ,! ,commission] ( ,,cbp may  
solicit input & assi/ance f             
repres5tatives ( ! private sector reg>d+
 ! implem5tation ( ! pilot program "u   
?is section4  7f7 ,t]m9ation ,! pilot   
program "u ?is section %all t]m9ate on !
 date t is two ye>s aft] ! date ( !     
enactm5t ( ?is ,act4  7g7 ,reports  7#a7
 ,progress reports ,n lat] ?an #ahj days
 aft] ! implem5tation ( ! pilot program 
"u ?is section & biannually !reaft]     
until ! t]m9ation ( su* pilot program1 !
 ,commission] ( ,,cbp %all submit to    
,congress a report t includes1 z        
practicable1 ! foll[+3 7,a7             
,quantifiable metrics = ! foll[+3  7i7  
,! data collect$ 9 subsection 7b74  7ii7
 ,! probability ( accurate detection &  
false al>m rate ( ! anomaly detection   

algori?m4  7iii7 ,op]ational co/s ( !   
anomaly detection algori?m4  7iv7       
,e/imat$ co/ sav+s due to te*nological  
enhancem5ts1 if applicable f ! anomaly  
detection algori?m4  7,b7 ,in=mation    
relat+ to any successes or failures (   
su* pilot program relat+ to ! foll[+3   
7i7 ,cyb]security managem5t "u          
subsection 7c74  7ii7 ,coord9ation "u   
subsection 7d74  7iii7 ,private sector  
involvem5t "u subsection 7e74  7#b7     
,f9al report ,n lat] ?an #fj days aft] !
 t]m9ation ( ! pilot program "u ?is     
section1 ! ,commission] ( ,,cbp %all    
submit to ,congress a f9al report t     
includes ! quantifiable metrics describ$
 9 p>agraph 7#a77;,a7 & ! in=mation     
describ$ 9 p>agraph 7#a77;,b71 toge!r ) 
recomm5dations = exp&+ ! use ( ! anomaly
 detection algori?m1 consid]+ co/       
effectiv5ess4  7h7 ,def9itions ,9 ?is   
section3  7#a7 ,anomaly detection ,! t]m
 anomaly detection means ! process (    
id5tify+ r>e ev5ts or outli]s t deviate 
significantly f ! norm 9 a collection ( 

data4  7#b7 ,artificial intellig5ce ,!  
t]m artificial intellig5ce has ! mean+  
giv5 su* t]m 9 section #ejjb ( !        
,national ,artificial ,intellig5ce      
,initiative ,act ( #bjbj 7#ae ,u4,s4,c4 
#idja74