Knowledge

User behavior analytics

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The E in UEBA extends the analysis to include entity activities that take place but that are not necessarily directly linked or tied to a user's specific actions but that can still correlate to a vulnerability, reconnaissance, intrusion breach or exploit occurrence.
67:, and other tools gather. UBA tools use a specialized type of security analytics that focuses on the behavior of systems and the people using them. UBA technology first evolved in the field of marketing, to help companies understand and predict consumer- 103:. Cybersecurity solutions, like EDR and XDR, typically prioritize detection and response to external threats once an incident has occurred. EUBA and IRM solutions are looking for prevent potential risks internally by analyzing employee behavior. 55:
provide so much information that it is tough to uncover information that truly indicates a potential for a real attack. Analytics tools help make sense of the vast amount of data that
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in 2015. UEBA tracks the activity of devices, applications, servers and data. UEBA systems produce more data and provide more complex reporting options than UBA systems.
239: 197: 263: 274: 223: 181: 117: 145: 99:(EDR) capabilities in that UEBA is an analytic focus on the user behavior whereas EDR has an analytic focus on the 96: 31:), is the concept of analyzing the behavior of users, subjects, visitors, etc. for a specific purpose. It allows 39:, and then highlighting deviations from that profile (or anomalies) that may indicate a potential compromise. 252: 60: 122: 112: 8: 35:
tools to build a profile of each individual's normal activity, by looking at patterns of
233: 191: 71:. But as it turns out, UBA can be extraordinarily useful in the security context too." 304: 219: 216:(ISC)2 CISSP Certified Information Systems Security Professional Official Study Guide 177: 174:(ISC)2 CISSP Certified Information Systems Security Professional Official Study Guide 100: 48: 213: 171: 52: 68: 36: 298: 32: 289: 64: 264:
The hunt for data analytics: Is your SIEM on the endangered list?
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Mike Chapple, James Michael Stewart, Darril Gibson (June 2021).
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Mike Chapple, James Michael Stewart, Darril Gibson (June 2021).
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The reason for using UBA, according to Johna Till Johnson from
146:"What is User (and Entity) Behavior Analytics (UBA or UEBA)?" 275:
User behavioral analytics tools can thwart security attacks
56: 74: 296: 238:: CS1 maint: multiple names: authors list ( 196:: CS1 maint: multiple names: authors list ( 253:Market Guide for User Behavior Analytics 297: 90: 218:(9th ed.). Wiley. p. 1009. 209: 207: 167: 165: 140: 138: 176:(9th ed.). Wiley. p. 49. 13: 118:Network behavior anomaly detection 25:user and entity behavior analytics 14: 316: 283: 204: 162: 135: 42: 75:Distinction between UBA and UEBA 97:endpoint detection and response 268: 257: 246: 83:The term "UEBA" was coined by 1: 128: 7: 106: 10: 321: 123:User activity monitoring 95:UEBA tools differ from 17:User behavior analytics 113:Behavioral analytics 91:Difference with EDR 225:978-1-119-78623-8 183:978-1-119-78623-8 49:Nemertes Research 312: 277: 272: 266: 261: 255: 250: 244: 243: 237: 229: 211: 202: 201: 195: 187: 169: 160: 159: 157: 156: 142: 53:security systems 320: 319: 315: 314: 313: 311: 310: 309: 295: 294: 286: 281: 280: 273: 269: 262: 258: 251: 247: 231: 230: 226: 212: 205: 189: 188: 184: 170: 163: 154: 152: 144: 143: 136: 131: 109: 93: 77: 69:buying patterns 45: 12: 11: 5: 318: 308: 307: 293: 292: 285: 284:External links 282: 279: 278: 267: 256: 245: 224: 203: 182: 161: 133: 132: 130: 127: 126: 125: 120: 115: 108: 105: 92: 89: 76: 73: 44: 43:Purpose of UBA 41: 37:human behavior 9: 6: 4: 3: 2: 317: 306: 303: 302: 300: 291: 288: 287: 276: 271: 265: 260: 254: 249: 241: 235: 227: 221: 217: 210: 208: 199: 193: 185: 179: 175: 168: 166: 151: 147: 141: 139: 134: 124: 121: 119: 116: 114: 111: 110: 104: 102: 98: 88: 86: 81: 72: 70: 66: 62: 58: 54: 50: 40: 38: 34: 33:cybersecurity 30: 26: 22: 18: 290:ABC's Of UBA 270: 259: 248: 215: 173: 153:. Retrieved 149: 94: 82: 78: 46: 28: 24: 20: 16: 15: 65:system logs 51:, is that " 155:2023-05-05 129:References 234:cite book 192:cite book 305:Software 299:Category 150:Security 107:See also 101:endpoint 85:Gartner 222:  180:  63:/IPS, 23:) or 240:link 220:ISBN 198:link 178:ISBN 57:SIEM 29:UEBA 61:IDS 21:UBA 301:: 236:}} 232:{{ 206:^ 194:}} 190:{{ 164:^ 148:. 137:^ 59:, 242:) 228:. 200:) 186:. 158:. 27:( 19:(

Index

cybersecurity
human behavior
Nemertes Research
security systems
SIEM
IDS
system logs
buying patterns
Gartner
endpoint detection and response
endpoint
Behavioral analytics
Network behavior anomaly detection
User activity monitoring


"What is User (and Entity) Behavior Analytics (UBA or UEBA)?"


ISBN
978-1-119-78623-8
cite book
link


ISBN
978-1-119-78623-8
cite book
link
Market Guide for User Behavior Analytics

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