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Hash collision

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20: 1758: 172: 234:-conscious collision resolution method in 2005. It is a similar idea to the separate chaining methods, although it does not technically involve the chained lists. In this case, instead of chained lists, the hash values are represented in a contiguous list of items. This is better suited for string hash tables and the use for numeric values is still unknown. 217:
This strategy allows more than one record to be "chained" to the cells of a hash table. If two records are being directed to the same cell, both would go into that cell as a linked list. This efficiently prevents a hash collision from occurring since records with the same hash values can go into the
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Cells in the hash table are assigned one of three states in this method – occupied, empty, or deleted. If a hash collision occurs, the table will be probed to move the record to an alternate cell that is stated as empty. There are different types of probing that take place when a hash collision
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In practice, security-related applications use cryptographic hash algorithms, which are designed to be long enough for random matches to be unlikely, fast enough that they can be used anywhere, and safe enough that it would be extremely hard to find collisions.
139:, on the other hand, are designed to minimize the probability of collisions between similar inputs, without regard for collisions between very different inputs. Instances where bad actors attempt to create or find hash collisions are known as 116:
two people with matching birthdays increases the probability greatly. Bad actors can use this approach to make it simpler for them to find hash values that collide with any other hash value – rather than searching for a specific value.
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same cell, but it has its disadvantages. Keeping track of so many lists is difficult and can cause whatever tool that is being used to become very slow. Separate chaining is also known as open hashing.
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Hash collisions can be unavoidable depending on the number of objects in a set and whether or not the bit string they are mapped to is long enough in length. When there is a set of
112:. The premise of this attack is that it is difficult to find a birthday that specifically matches your birthday or a specific birthday, but the probability of finding a set of 160:
In hash tables, since hash collisions are inevitable, hash tables have mechanisms of dealing with them, known as collision resolutions. Two of the most common strategies are
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John Smith and Sandra Dee are both being directed to the same cell. Open addressing will cause the hash table to redirect Sandra Dee to another cell.
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The impact of collisions depends on the application. When hash functions and fingerprints are used to identify similar data, such as
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in mathematics. This problem looks at the probability of a set of two randomly chosen people having the same birthday out of
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is the range of the hash value, the probability that there will be a hash collision is 1, meaning it is guaranteed to occur.
168:. The cache-conscious collision resolution is another strategy that has been discussed in the past for string hash tables. 253: – type of universal hash function in cryptography proposed as an alternative to collision-resistant hash functions 1118: 1285: 669:. Lecture Notes in Computer Science. Vol. 3772. Berlin, Heidelberg: Springer Berlin Heidelberg. pp. 91–102. 1414: 484: 412: 337: 722: 250: 1617: 1326: 811: 763: 50:
Although hash algorithms, especially cryptographic hash algorithms, have been created with the intent of being
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Much more than encryption algorithms, one-way hash functions are the workhorses of modern cryptography.
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Another reason hash collisions are likely at some point in time stems from the idea of the
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the probability of collision between distinct but similar data, using techniques like
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John Smith and Sandra Dee share the same hash value of 02, causing a hash collision.
1786: 1587: 1275: 1229: 991: 670: 585: 472: 400: 325: 140: 101: 28: 1290: 1239: 1234: 1022: 737: 185: 161: 109: 62: 54:, they can still sometimes map different data to the same hash (by virtue of the 510: 1662: 1582: 1543: 1491: 1476: 1008: 506: 358: 196: 192: 58:). Malicious users can take advantage of this to mimic, access, or alter data. 449: 19: 1780: 1743: 1698: 1657: 1637: 1533: 1496: 1471: 1372: 1249: 599: 394: 44: 951: 404: 1693: 1538: 1528: 1518: 1481: 1430: 259: 73:), collision avoidance has become an important topic in computer security. 665:. International Symposium on String Processing and Information Retrieval. 1672: 1362: 1208: 1137: 1133: 661:
Askitis, Nikolas; Zobel, Justin (2005). Consens, M.; Navarro, G. (eds.).
465:"Domain 3: Security Engineering (Engineering and Management of Security)" 43:
share the same hash value. The hash value in this case is derived from a
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Cryptographic Hash Functions: Recent Design Trends and Security Notions
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Theoretical and Experimental Methods for Defending Against DDoS Attacks
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sequences or similar audio files, the functions are designed so as to
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Nimbe, Peter; Ofori Frimpong, Samuel; Opoku, Michael (2014-08-20).
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Al-Kuwari, Saif; Davenport, James H.; Bradford, Russell J. (2011).
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happens and this method is implemented. Some types of probing are
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number of people. This idea has led to what has been called the
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Due to the possible negative applications of hash collisions in
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which takes a data input and returns a fixed length of bits.
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Cache-Conscious Collision Resolution in String Hash Tables
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Cryptographically secure pseudorandom number generator
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String Processing and Information Retrieval SPIRE 2005
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Soltanian, Mohammad Reza Khalifeh (10 November 2015).
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Conrad, Eric; Misenar, Seth; Feldman, Joshua (2016),
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Pages displaying wikidata descriptions as a fallback
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Open Addressing is also known as closed hashing. 1778: 504: 226:Although much less used than the previous two, 570:International Journal of Computer Applications 268: – Technique for selecting hash functions 1415: 723: 660: 274: – Hash function without any collisions 227: 1422: 1408: 730: 716: 589: 427: 39:is when two distinct pieces of data in a 522: 520: 170: 18: 149: 1779: 543: 315: 291: 156:Hash table § Collision resolution 1403: 711: 619:CSC241 Data Structures and Algorithms 559: 557: 555: 517: 396:Cybersecurity and Applied Mathematics 357: 222:Cache-conscious collision resolution 206: 640:"Open hashing or separate chaining" 511:"Mining of Massive Datasets, Ch. 3" 498: 213:Hash table § Separate chaining 13: 552: 477:10.1016/b978-0-12-802437-9.00004-7 179: 14: 1798: 695: 612: 387: 1757: 1756: 1429: 330:10.1016/b978-075068215-2.50006-9 654: 632: 606: 251:Universal one-way hash function 1618:Information-theoretic security 1327:NIST hash function competition 537: 471:, Elsevier, pp. 103–217, 456: 421: 351: 309: 285: 1: 324:, Elsevier, pp. 83–114, 278: 76: 1332:Password Hashing Competition 743:message authentication codes 739:Cryptographic hash functions 71:cryptographic hash functions 7: 1734:Message authentication code 1689:Cryptographic hash function 1502:Cryptographic hash function 1286:Merkle–Damgård construction 322:Practical Embedded Security 237: 10: 1803: 1613:Harvest now, decrypt later 296:, MIT Press, p. 253, 294:Introduction to Algorithms 228:Askitis & Zobel (2005) 210: 183: 153: 133:locality-sensitive hashing 1752: 1729:Post-quantum cryptography 1681: 1437: 1399: 1350: 1304: 1268: 1222: 1171: 1099: 1076: 1005: 849: 810: 772: 749: 707: 703: 621:. West Chester University 1719:Quantum key distribution 1709:Authenticated encryption 1564:Random number generation 1080:key derivation functions 316:Stapko, Timothy (2008), 16:Hash function phenomenon 1714:Public-key cryptography 1704:Symmetric-key algorithm 1507:Key derivation function 1467:Cryptographic primitive 1460:Authentication protocol 1450:Outline of cryptography 1445:History of cryptography 1358:Hash-based cryptography 1260:Length extension attack 405:10.1016/c2015-0-01807-x 292:Thomas, Cormen (2009), 1455:Cryptographic protocol 1368:Message authentication 244:List of hash functions 176: 93:|, which in this case 24: 1608:End-to-end encryption 1554:Cryptojacking malware 544:Schema, Mike (2012). 272:Perfect hash function 211:Further information: 174: 22: 1724:Quantum cryptography 1648:Trusted timestamping 150:Collision resolution 56:pigeonhole principle 1487:Cryptographic nonce 1255:Side-channel attack 675:10.1007/11575832_11 582:2014IJCA...99j..35N 318:"Embedded Security" 52:collision resistant 1593:Subliminal channel 1577:Pseudorandom noise 1524:Key (cryptography) 1312:CAESAR Competition 1296:HAIFA construction 1245:Brute-force attack 591:10.5120/17411-7990 177: 141:collision attacks. 25: 1774: 1773: 1770: 1769: 1653:Key-based routing 1643:Trapdoor function 1514:Digital signature 1395: 1394: 1391: 1390: 1189:ChaCha20-Poly1305 1006:Password hashing/ 684:978-3-540-29740-6 469:CISSP Study Guide 441:978-0-12-805399-7 303:978-0-262-03384-8 266:Universal hashing 230:has proposed the 207:Separate chaining 201:quadratic probing 166:separate chaining 89:is greater than | 67:computer security 1794: 1760: 1759: 1588:Insecure channel 1424: 1417: 1410: 1401: 1400: 1276:Avalanche effect 1230:Collision attack 773:Common functions 732: 725: 718: 709: 708: 705: 704: 701: 700: 689: 688: 658: 652: 651: 636: 630: 629: 627: 626: 615:"Closed Hashing" 610: 604: 603: 593: 561: 550: 549: 546:Hacking Web Apps 541: 535: 534: 524: 515: 514: 502: 496: 495: 494: 493: 460: 454: 453: 425: 419: 418: 391: 385: 384: 379: 378: 369:. Archived from 355: 349: 348: 347: 346: 313: 307: 306: 289: 256: 102:birthday paradox 69:(in particular, 29:computer science 1802: 1801: 1797: 1796: 1795: 1793: 1792: 1791: 1777: 1776: 1775: 1766: 1748: 1677: 1433: 1428: 1387: 1346: 1305:Standardization 1300: 1291:Sponge function 1264: 1240:Birthday attack 1235:Preimage attack 1218: 1174: 1167: 1095: 1078: 1077:General purpose 1072: 1007: 1001: 850:Other functions 845: 812:SHA-3 finalists 806: 768: 745: 736: 698: 693: 692: 685: 659: 655: 647: 638: 637: 633: 624: 622: 613:Kline, Robert. 611: 607: 562: 553: 542: 538: 533:. Inscrypt '10. 525: 518: 505:Rajaraman, A.; 503: 499: 491: 489: 487: 461: 457: 442: 426: 422: 415: 393: 392: 388: 376: 374: 359:Schneier, Bruce 356: 352: 344: 342: 340: 314: 310: 304: 290: 286: 281: 254: 240: 224: 215: 209: 188: 186:Open addressing 182: 180:Open addressing 162:open addressing 158: 152: 110:birthday attack 79: 63:data management 17: 12: 11: 5: 1800: 1790: 1789: 1772: 1771: 1768: 1767: 1765: 1764: 1753: 1750: 1749: 1747: 1746: 1741: 1739:Random numbers 1736: 1731: 1726: 1721: 1716: 1711: 1706: 1701: 1696: 1691: 1685: 1683: 1679: 1678: 1676: 1675: 1670: 1665: 1663:Garlic routing 1660: 1655: 1650: 1645: 1640: 1635: 1630: 1625: 1620: 1615: 1610: 1605: 1600: 1595: 1590: 1585: 1583:Secure channel 1580: 1574: 1573: 1572: 1561: 1556: 1551: 1546: 1544:Key stretching 1541: 1536: 1531: 1526: 1521: 1516: 1511: 1510: 1509: 1504: 1494: 1492:Cryptovirology 1489: 1484: 1479: 1477:Cryptocurrency 1474: 1469: 1464: 1463: 1462: 1452: 1447: 1441: 1439: 1435: 1434: 1427: 1426: 1419: 1412: 1404: 1397: 1396: 1393: 1392: 1389: 1388: 1386: 1385: 1380: 1375: 1370: 1365: 1360: 1354: 1352: 1348: 1347: 1345: 1344: 1339: 1334: 1329: 1324: 1319: 1314: 1308: 1306: 1302: 1301: 1299: 1298: 1293: 1288: 1283: 1281:Hash collision 1278: 1272: 1270: 1266: 1265: 1263: 1262: 1257: 1252: 1247: 1242: 1237: 1232: 1226: 1224: 1220: 1219: 1217: 1216: 1211: 1206: 1201: 1196: 1191: 1186: 1180: 1178: 1169: 1168: 1166: 1165: 1160: 1155: 1150: 1145: 1140: 1131: 1126: 1121: 1116: 1111: 1105: 1103: 1097: 1096: 1094: 1093: 1090: 1084: 1082: 1074: 1073: 1071: 1070: 1065: 1060: 1055: 1050: 1045: 1040: 1035: 1030: 1025: 1020: 1014: 1012: 1009:key stretching 1003: 1002: 1000: 999: 994: 989: 984: 979: 974: 969: 964: 959: 954: 949: 944: 939: 934: 929: 924: 919: 914: 909: 904: 899: 894: 889: 884: 879: 874: 869: 864: 859: 853: 851: 847: 846: 844: 843: 837: 832: 827: 822: 816: 814: 808: 807: 805: 804: 799: 794: 789: 783: 776: 774: 770: 769: 767: 766: 761: 756: 750: 747: 746: 735: 734: 727: 720: 712: 697: 696:External links 694: 691: 690: 683: 653: 645: 631: 605: 551: 536: 516: 497: 485: 455: 440: 420: 413: 386: 350: 338: 308: 302: 283: 282: 280: 277: 276: 275: 269: 263: 257: 247: 246: 239: 236: 223: 220: 208: 205: 197:double hashing 193:linear probing 184:Main article: 181: 178: 154:Main article: 151: 148: 78: 75: 33:hash collision 15: 9: 6: 4: 3: 2: 1799: 1788: 1785: 1784: 1782: 1763: 1755: 1754: 1751: 1745: 1744:Steganography 1742: 1740: 1737: 1735: 1732: 1730: 1727: 1725: 1722: 1720: 1717: 1715: 1712: 1710: 1707: 1705: 1702: 1700: 1699:Stream cipher 1697: 1695: 1692: 1690: 1687: 1686: 1684: 1680: 1674: 1671: 1669: 1666: 1664: 1661: 1659: 1658:Onion routing 1656: 1654: 1651: 1649: 1646: 1644: 1641: 1639: 1638:Shared secret 1636: 1634: 1631: 1629: 1626: 1624: 1621: 1619: 1616: 1614: 1611: 1609: 1606: 1604: 1601: 1599: 1596: 1594: 1591: 1589: 1586: 1584: 1581: 1578: 1575: 1570: 1567: 1566: 1565: 1562: 1560: 1557: 1555: 1552: 1550: 1547: 1545: 1542: 1540: 1537: 1535: 1534:Key generator 1532: 1530: 1527: 1525: 1522: 1520: 1517: 1515: 1512: 1508: 1505: 1503: 1500: 1499: 1498: 1497:Hash function 1495: 1493: 1490: 1488: 1485: 1483: 1480: 1478: 1475: 1473: 1472:Cryptanalysis 1470: 1468: 1465: 1461: 1458: 1457: 1456: 1453: 1451: 1448: 1446: 1443: 1442: 1440: 1436: 1432: 1425: 1420: 1418: 1413: 1411: 1406: 1405: 1402: 1398: 1384: 1381: 1379: 1376: 1374: 1373:Proof of work 1371: 1369: 1366: 1364: 1361: 1359: 1356: 1355: 1353: 1349: 1343: 1340: 1338: 1335: 1333: 1330: 1328: 1325: 1323: 1320: 1318: 1315: 1313: 1310: 1309: 1307: 1303: 1297: 1294: 1292: 1289: 1287: 1284: 1282: 1279: 1277: 1274: 1273: 1271: 1267: 1261: 1258: 1256: 1253: 1251: 1250:Rainbow table 1248: 1246: 1243: 1241: 1238: 1236: 1233: 1231: 1228: 1227: 1225: 1221: 1215: 1212: 1210: 1207: 1205: 1202: 1200: 1197: 1195: 1192: 1190: 1187: 1185: 1182: 1181: 1179: 1176: 1173:Authenticated 1170: 1164: 1161: 1159: 1156: 1154: 1151: 1149: 1146: 1144: 1141: 1139: 1135: 1132: 1130: 1127: 1125: 1122: 1120: 1117: 1115: 1112: 1110: 1107: 1106: 1104: 1102: 1101:MAC functions 1098: 1091: 1089: 1086: 1085: 1083: 1081: 1075: 1069: 1066: 1064: 1061: 1059: 1056: 1054: 1051: 1049: 1046: 1044: 1041: 1039: 1036: 1034: 1031: 1029: 1026: 1024: 1021: 1019: 1016: 1015: 1013: 1010: 1004: 998: 995: 993: 990: 988: 985: 983: 980: 978: 975: 973: 970: 968: 965: 963: 960: 958: 955: 953: 950: 948: 945: 943: 940: 938: 935: 933: 930: 928: 925: 923: 920: 918: 915: 913: 910: 908: 905: 903: 900: 898: 895: 893: 890: 888: 885: 883: 880: 878: 875: 873: 870: 868: 865: 863: 860: 858: 855: 854: 852: 848: 841: 838: 836: 833: 831: 828: 826: 823: 821: 818: 817: 815: 813: 809: 803: 800: 798: 795: 793: 790: 788:(compromised) 787: 784: 782:(compromised) 781: 778: 777: 775: 771: 765: 764:Known attacks 762: 760: 757: 755: 752: 751: 748: 744: 740: 733: 728: 726: 721: 719: 714: 713: 710: 706: 702: 686: 680: 676: 672: 668: 664: 657: 649: 641: 635: 620: 616: 609: 601: 597: 592: 587: 583: 579: 576:(10): 35–41. 575: 571: 567: 560: 558: 556: 547: 540: 532: 531: 523: 521: 512: 508: 501: 488: 486:9780128024379 482: 478: 474: 470: 466: 459: 451: 447: 443: 437: 433: 432: 424: 416: 414:9780128044520 410: 406: 402: 398: 397: 390: 383: 373:on 2016-03-16 372: 368: 367:Computerworld 364: 360: 354: 341: 339:9780750682152 335: 331: 327: 323: 319: 312: 305: 299: 295: 288: 284: 273: 270: 267: 264: 261: 258: 252: 249: 248: 245: 242: 241: 235: 233: 229: 219: 214: 204: 202: 198: 194: 187: 173: 169: 167: 163: 157: 147: 143: 142: 138: 134: 130: 126: 123: 118: 115: 111: 107: 103: 98: 96: 92: 88: 84: 74: 72: 68: 64: 59: 57: 53: 48: 46: 45:hash function 42: 38: 34: 30: 21: 1694:Block cipher 1539:Key schedule 1529:Key exchange 1519:Kleptography 1482:Cryptosystem 1431:Cryptography 1280: 666: 662: 656: 643: 634: 623:. Retrieved 618: 608: 573: 569: 545: 539: 529: 500: 490:, retrieved 468: 458: 430: 423: 395: 389: 381: 375:. Retrieved 371:the original 366: 353: 343:, retrieved 321: 311: 293: 287: 260:Cryptography 225: 216: 189: 159: 144: 128: 119: 113: 105: 99: 94: 90: 86: 85:objects, if 82: 80: 60: 49: 36: 32: 26: 1682:Mathematics 1673:Mix network 1363:Merkle tree 1351:Utilization 1337:NSA Suite B 1633:Ciphertext 1603:Decryption 1598:Encryption 1559:Ransomware 1175:encryption 952:RadioGatún 759:Comparison 625:2022-04-06 507:Ullman, J. 492:2021-12-08 450:1162249290 377:2016-04-20 345:2021-12-08 279:References 122:homologous 77:Background 41:hash table 37:hash clash 1623:Plaintext 1092:KDF1/KDF2 1011:functions 997:Whirlpool 600:0975-8887 137:Checksums 1781:Category 1762:Category 1668:Kademlia 1628:Codetext 1571:(CSPRNG) 1317:CRYPTREC 1148:Poly1305 1068:yescrypt 982:Streebog 862:CubeHash 842:(winner) 509:(2010). 399:. 2016. 238:See also 129:maximize 1787:Hashing 1438:General 1223:Attacks 1153:SipHash 1109:CBC-MAC 1043:LM hash 1023:Balloon 887:HAS-160 578:Bibcode 1549:Keygen 1383:Pepper 1322:NESSIE 1269:Design 1063:scrypt 1058:PBKDF2 1033:Catena 1028:bcrypt 1018:Argon2 977:Snefru 972:Shabal 967:SWIFFT 947:RIPEMD 942:N-hash 917:MASH-2 912:MASH-1 897:Kupyna 857:BLAKE3 840:Keccak 825:Grøstl 802:BLAKE2 681:  598:  483:  448:  438:  411:  336:  300:  199:, and 1579:(PRN) 1177:modes 1053:Makwa 1048:Lyra2 1038:crypt 987:Tiger 937:MDC-2 892:HAVAL 877:Fugue 835:Skein 820:BLAKE 797:SHA-3 792:SHA-2 786:SHA-1 232:cache 1378:Salt 1342:CNSA 1209:IAPM 1163:VMAC 1158:UMAC 1143:PMAC 1138:CMAC 1134:OMAC 1129:NMAC 1124:HMAC 1119:GMAC 1088:HKDF 957:SIMD 907:Lane 882:GOST 867:ECOH 754:List 741:and 679:ISBN 596:ISSN 481:ISBN 446:OCLC 436:ISBN 409:ISBN 334:ISBN 298:ISBN 164:and 65:and 31:, a 1214:OCB 1204:GCM 1199:EAX 1194:CWC 1184:CCM 1114:DAA 992:VSH 962:SM3 932:MD6 927:MD4 922:MD2 902:LSH 872:FSB 780:MD5 671:doi 644:Log 586:doi 473:doi 401:doi 326:doi 125:DNA 114:any 35:or 27:In 1783:: 830:JH 677:. 642:. 617:. 594:. 584:. 574:99 572:. 568:. 554:^ 519:^ 479:, 467:, 444:. 434:. 407:. 380:. 365:. 361:. 332:, 320:, 195:, 135:. 1423:e 1416:t 1409:v 1136:/ 731:e 724:t 717:v 687:. 673:: 650:. 648:2 646:2 628:. 602:. 588:: 580:: 548:. 513:. 475:: 452:. 417:. 403:: 328:: 106:n 95:R 91:R 87:n 83:n

Index


computer science
hash table
hash function
collision resistant
pigeonhole principle
data management
computer security
cryptographic hash functions
birthday paradox
birthday attack
homologous
DNA
locality-sensitive hashing
Checksums
collision attacks.
Hash table § Collision resolution
open addressing
separate chaining

Open addressing
linear probing
double hashing
quadratic probing
Hash table § Separate chaining
Askitis & Zobel (2005)
cache
List of hash functions
Universal one-way hash function
Cryptography

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