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IC693MDL634LT

IC693MDL634LT

常規的基于網絡流量的異常檢測方法，能夠監控包括NetFlow 數據在內的分布式ICS 數據源。由于基于網絡流的檢測方法只是基于報文頭數據，大大減少了數據分析的工作量，同時有效載荷的加密不影響其結果。此外，網絡設備(如路由器和交換機)可以輕松生成和收集網絡流數據，較容易的產生大量的可分析檢測的數據。使用網絡流分析和日志分析，耦合深度學習的網絡流量的異常檢測方法的性能明顯優于僅基于網絡數據包或設備日志的異常檢測。

傳統信息系統和工業控制系統的主要區別在于后者集成到工控物理設備中。由于這種集成，工業控制系統引入了新類型的漏洞，增加了異常檢測的復雜性，例如，對于多層集成電路網絡，就需要采用耦合深度學習算法的多層網絡流量的異常檢測方法。

雖然基于網絡流量的方法可用于ICS 網絡中的異常檢測，但基于網絡流量的異常檢測算法的固有問題是，他們無法在監督控制層識別受損工作站的異常行為。例如，攻擊者可以訪問操作員的憑據，并使用他們發送命令來中斷物理過程。為了應對這一挑戰，研究人員提出了基于物理過程的異常檢測算法。這種方法可以識別來自受損工作站的攻擊。然而，這種算法在檢測影響ICS 網絡頂層的網絡流量的DoS 和分布式拒絕服務(DDoS)攻擊時效率不高。在ICS 上的DDoS 或DoS 攻擊影響物理過程之前，可以在網絡層有效地檢測出來。

ABB 900060  DDR Switch cable 
ABB 3HAB2136-1  Teach pendant S3 
ABB 3HAB2151-1  Teach pendant S3 
ABB 3HAB2477-1  Floppy drive S2/S3 
ABB 3HAB2480-1  Floppy drive S4 
ABB 3HAB5386-1  Teach pendant S4 
ABB 3HAC14441-9  CMOS-battery 
ABB 3HNE00311-1  Teach pendant S4C 
ABB 3HNE00313-1  Teach pendant S4C 
ABB 4944016-2  Battery S3 
ABB 4944026-2  Battery memory board S2 
ABB YB161100-LH  Teach pendant S2 
ABB YB560100-EA  Teach pendant S3 
ABB YB560101-LA  Power supply 
ABB YT212002-BA  Rectifier 
ABB YT212002-C  Rectifier 
ABB YT212002-X  Rectifier 
ABB YB560103-CB DSQC236B DriveUnit 
ABB YB560103-CC DSQC236C DriveUnit 
ABB 3HAB2207-1 DSQC236D DriveUnit 
ABB YB560103-CD DSQC236G DriveUnit 
ABB 3HAB2207-1 DSQC236P DriveUnit 
ABB YB560103-CE DSQC236T DriveUnit 
ABB YB560 103-CL/5 DSQC241 PowerUnit 
ABB 3HAB 2210-1 DSQC300 Robot Computer 
ABB 3HAB 2216-1 DSQC314B PowerUnit 
ABB 3HAB 2219-1 DSQC316 Main Computer 
ABB 3HAB 2220-1 DSQC317 6MB Card 
ABB 3HAB 2236-1 DSQC321 4MB Card 
ABB 3HAB 5956-1 DSQC323 8MB Card 
ABB 3HAB 5957-1 DSQC324 16MB Card 
ABB 3HAB 2241-1 DSQC325 Main Computer 
ABB 3HAB 2242-1 DSQC326 Robot Computer 
ABB 3HAB7229-1 DSQC328 I/O Card 
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ABB 3HAB8101-3/05D DSQC345B DriveUnit 
ABB 3HAB8101-3/08C DSQC345C DriveUnit 
ABB 3HAB8101-7/01C DSQC346C DriveUnit 
ABB 3HAB8101-8 DSQC346G DriveUnit 
ABB cable DSQC351 Interbus-S 
ABB 3HAC 0373-1 DSQC361 Main Computer 
ABB 3HAC3180-1 DSQC373 Robot Computer 
ABB 900054 1Gb SD-card S3/S4 DDR 
ABB 900056 1Gb SD-card S2 DDR 
  3HNE 00026 Teach Pendant 
  3HNE 00312-1 Teach Pendant 
  3HNE 00313 Teach Pendant 
  CHAA 3560-AXA Teach Pendant 
ABB 3HAB9271-1/01B DriveUnit Dummy DriveUnit Dummy 
ABB 57510001-AA DSCA 114 Print out board 
ABB 57520001-U DSCA 121 Communication board 
ABB 57160001-A DSDI 110 Digital b board 
ABB 57160001-K DSDO 110 Digital output board 
ABB YB161102-AH DSDX 110 Digital in/output board 
ABB 57160001-TP DSDX B001 digital in-output board 
ABB 57360001-U DSMB 124 Semiconductor memory board 
ABB 57360001-AN DSMB 125 Semiconductor memory board 
ABB 57360001-HG DSMB 127 Memory board 
ABB 57330001-N DSMC 110 Floppy disk controller 
ABB YB161102-AK DSPA 110 Axis computer 
ABB 57310256-AF DSPC 150 Central processor 
ABB 57310256-BA DSPC 153 Expand. single board computer 
ABB 57310001-GP DSPC 157 Expand. single board computer 
ABB YB161102-AD DSQC 103 Resolver power board 
ABB YB161102-AF DSQC 105 Display board 
ABB YB161102-BA DSQC 110 Programming board 
ABB YB161102-BS DSQC 115 Resolver power board + 2 analogue 
ABB YB161102-BE DSQC 116 Power supply 
ABB YB161102-BG DSQC 117 Resolver power board 
ABB YB161102-BU DSQC 124 Terminal unit 
ABB YB161102-BV DSQC 129 R/D board 
ABB YB161102-CH DSQC 136 Safety board 
ABB YB161102-CM DSQC 138 Terminal unit 
ABB YB560103-AC DSQC 202 Robot computer 
ABB YB560103-AS DSQC 208A External axis board 
ABB YB560103-AL DSQC 209 Analogue I/O board 
ABB YB560103-AM DSQC 210 Safety board 
ABB YB560103-AN DSQC 211 Power supply 
ABB YB560103-BF DSQC 215 Robot computer 
ABB YB560103-AZ DSQC 220 Programming board 
ABB YB560103-BD DSQC 223 PC Board digital I/O 
ABB YB560103-BE DSQC 224 PC Board combi I/O 
ABB YB560103-BK DSQC 227 Winchester interface 
ABB YB560103-BD DSQC 228 Safety board 
ABB YB560103-BN DSQC 230 Robot computer 
ABB YB560103-BS DSQC 233 External axis board 
ABB YB560103-BY DSQC 235A Rectifier 
ABB YB560103-BZ DSQC 235B Rectifier 
ABB YB560103-CA DSQC 236A Drive unit 
  DSQC 236B Drive 
ABB YB560103-CC DSQC 236C Drive unit 
ABB 3HAB2207-1 DSQC 236D Drive unit 
ABB YB560103-CD DSQC 236G Drive unit 
ABB 3HAB2245-1 DSQC 236H Drive unit 
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  DSQC 239 Board - ABB RIO 
ABB  DSQC 241 Power supply 
ABB YB560103-CM DSQC 242 Programming board 
ABB 3HAA0001-CP DSQC 243 Serial measurement board 
ABB 3HAA3563-ACA DSQC 245 Serial measurement board 
ABB 3HAA3563-AAA DSQC 248 Programming board 
ABB 3HAA3563-AGA DSQC 249A Rectifier 
ABB 3HAA3563-AHA DSQC 249B Rectifier 
ABB 3HAA3563-AD DSQC 252 System board 
 E3HAC028756-001 DSQC 253 SMB unit DSQC 573 
 E3HAA3563-AMA DSQC 253 Serial Measurement Board 
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 6369901-218 DSQC 253 Serial Measurement Board 
ABB 3HAB2211-1 DSQC 256A System board 
ABB 3HAA3563-AUA DSQC 258 Power supply 
ABB 3HAB8797-1 DSQC 266B Drive unit 
ABB 3HAB8798-1 DSQC 266C Drive unit 
ABB 3HAB8801-1 DSQC 266G Drive unit 
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ABB 6369901-380 DSQC 300 Board - Computer 
ABB 3HAA3573-ABA DSQC 301 Programming board 
ABB 3HAB2209-1 DSQC 306 Computer board 
ABB 6369901-298 DSQC 306 Computer board 
ABB E3HAB2209-1 DSQC 306 Computer board 
ABB 3HAB3700-1 DSQC 313 Serial measurement board 
ABB 3HAB4259-1 DSQC 313 Serial measurement board 
ABB 3HAC9522-1 DSQC 313 Serial Measurement Board 
ABB 3HAB2215-1 DSQC 314A Rectifier 
ABB 3HAB2216-1 DSQC 314B Rectifier 
ABB 3HAB2231-1 DSQC 314C Rectifier DC b 
ABB 6369901-336 DSQC 314C Rectifier DC b 
ABB E3HAB2231-1 DSQC 314C Rectifier DC b 
ABB 3HAB2214-1 DSQC 315 Combi I/O 
ABB 3HAB2219-1 DSQC 316 Computer board 
ABB 3HAB2209-1 DSQC 317 Memory expansion board 
ABB 3HAB2233-1 DSQC 322 Robot computer 
ABB 3HAB5956-1 DSQC 323 Memory expansion board 
ABB 3HAB5957-1 DSQC 324 Memory expansion board 
ABB 3HAB2241-1 DSQC 325 Main computer 
ABB 3HAB2242-1 DSQC 326 Robot computer 
ABB 3HAB7230-1 DSQC 327 Analogue Digital Combi I/O 
ABB 3HAB7229-1 DSQC 328 Digital 24 VDC I/O 
ABB 3HAB7215-1 DSQC 331 Panel unit 
ABB 3HAC17973-1 DSQC 332 Digital relay I/O 
ABB 3HAB5845-1 DSQC 334 Power supply 
ABB 3HAB6182-1 DSQC 335 Robot computer 
ABB 3HNE00001-1 DSQC 336 Network board NIOC-01 
ABB 3HAB8101-1 DSQC 345A Rectifier 
ABB 3HAB8101-2 DSQC 345B Rectifier 
ABB 3HAB8101-3 DSQC 345C Rectifier 
ABB 3HAB8101-4 DSQC 345D Rectifier 
ABB 3HAB8101-14 DSQC 345E Rectifier 
ABB 3HAB8101-5 DSQC 346A Drive unit 
ABB 3HAB8101-6 DSQC 346B Drive unit 
ABB 3HAB8101-7 DSQC 346C Drive unit 
ABB 3HAB8101-11 DSQC 346E Drive unit 
ABB 3HAB8101-8 DSQC 346G Drive unit 
ABB 3HAB8101-13 DSQC 346U Drive unit 
ABB 3HNE00957-1 DSQC 350 Remote I/O 
ABB 3HNE00065-1 DSQC 354 Encoder interface 
  DSQC 355 I/O Board 
ABB 3HAB8101-10 DSQC 358C Drive unit / Rectifier 
ABB 3HAB8101-12 DSQC 358E Drive unit / Rectifier 
ABB 3HAB8101-15 DSQC 358F Driveunit / Rectifier 
ABB 3HAB8101-16 DSQC 358G Drive unit / Rectifier 
ABB 3HAC0373-1 DSQC 361 Main computer 
ABB 3HAC1462-1 DSQC 363 Robot computer 
ABB 3HAC1620-1 DSQC 365 Power supply 
ABB 3HAC3180-1 DSQC 373 Robot computer 
ABB 3HAC3462-1 DSQC 374 Power supply 
ABB 3HAC10597-1 DSQC 386 Devicenet gateway 
ABB 3HAC3616-1 DSQC 500 Main computer 
ABB 3HAC3619-1 DSQC 503 Axis computer 
ABB 3HAC4297-1 DSQC 506 Power supply 
ABB 3HAC5393-2 DSQC 508 Battery unit 
ABB 3HAC5687-1 DSQC 509 Panel unit 
ABB 3HAC7519-2 DSQC 518A Flash disk 64Mb 
ABB 3HAC7519-3 DSQC 518B Flash disk 128Mb 
ABB 3HAC8848-1 DSQC 522 I/O computer board 
ABB 3HAC12158-1 DSQC 532 I/O Computer 
ABB 3HAC14265-1 DSQC 539 Power supply 
ABB 3HAC14279-1 DSQC 540 Main computer 
ABB 3HAC16917-3 DSQC 544A Flash disk 64Mb 
ABB 3HAC16917-4 DSQC 544B Flash disk 128Mb 
ABB 3HAB8101-19 DSQC 545A Rectifier 
ABB 3HAB8101-18 DSQC 546A Drive unit 
ABB 3HAC17396-1 DSQC 562 Serial measurement board 
ABB 3HAC022104-001 DSQC 564A Flash disk 64Mb 
ABB 3HAC022104-002 DSQC 564B Flash disk 128Mb 
ABB 3HAC020466-1 DSQC 627 Power supply 
ABB 3HAC025918-001 DSQC 653 Digital relay 
ABB 3HAC025465-004 DSQC 656 Flash disk 256Mb 
ABB YB560103-BD DSQC223 I/O Card  
ABB YB560103-BL DSQC228  
ABB YB560103-CA DSQC236A DriveUnit  
ABB 3HAA 3562-AGA/2 DSQC249A PowerUnit  
ABB 3HAA 3563-ALA/2 DSQC252  
ABB 3HAB 2211-1/1 DSQC256A  
ABB 3HAB2213-1/3 DSQC313  
ABB 3HAB6372-1 DSQC330 S4C Rechner Rack 
ABB 3HAB7215-1/07 DSQC331 S4C Safety Board 
ABB cable DSQC352 Profibus 
ABB cannot find pn DSQC355 Analogbaugruppe 
ABB YB161100-DP DSQS 174 Teach pendant S2 
ABB YB161100-DR DSQS 174 Teach pendant S2 
ABB 48990001-FE DSSR 115 Power supply 
ABB 48990001-FK DSSR 116 Power supply 
ABB 3HAC023195-1 Flexpendant Teach pendant IRC5 
ABB 6397103-GA IRB1000 Wrist 
ABB 3HAC7842-1 IRB140 Motor 
ABB 3HAC7866-1 IRB140 Motor 
ABB 3HAB3125-1 IRB1400 Motor 
ABB 3HAB3388-1 IRB1400 Wrist 
ABB 3HAC021458-1 IRB1400 / IRB2400 Motor 
ABB 3HAA2120-1 IRB1500 Motor 
ABB 3HAA2465-1 IRB1500 Gear 
ABB 3HAA2596-2 IRB2000 Lower cable 
ABB 3HAA2609-2 IRB2000 Bellow cables 
ABB 3HAB3016-1 IRB2000 Lower cable 
ABB 3HAC9884-1 IRB2000 Bellow cables 
ABB 4429584-AN IRB2000 Motor 
ABB 4429584-BW IRB2000 Motor 
ABB 4429584-BX IRB2000 Motor 
ABB 6362056-SU IRB2000 Lower cable 
ABB 6362056-ZM IRB2000 Rotator 4 cables 
ABB 6362056-TD IRB2000 Rotator 4 cables customer 
ABB 6362056-TF IRB2000 Rotator 4 cables 
ABB 6362056-UK IRB2000 Wrist 
ABB 6362056-YD IRB2000 Lower cable 
ABB 6362056-YS IRB2000 Rotator 2 cables 
ABB  IRB2000 M93A  
ABB 3HAB5558-1 IRB2400 Motor 
ABB 3HAB6847-1 IRB2400 Motor 
ABB 3HAB9439-1 IRB2400 Wrist 
ABB 3HAC0468-1 IRB2400 Motor