blob: 087d885dc9b55dd7c2e5627b0f797cee308ee995 [file] [log] [blame]
# Using score set 0 logs for revision 1921104 from:
# ham-ena-week0.r1921104.log ham-ena-week1.r1921104.log ham-ena-week2.r1921104.log ham-ena-week3.r1921104.log ham-ena-week4.r1921104.log ham-giovanni-ham.r1921104.log ham-giovanni-spammy.r1921104.log ham-giovanni-spam.r1921104.log ham-grenier.r1921104.log ham-jhardin.r1921104.log ham-llanga.r1921104.log ham-mmiroslaw-mails-ham.r1921104.log ham-mmiroslaw-mails-spam.r1921104.log ham-spamsponge.r1921104.log ham-tsz-corpus.r1921104.log ham-whyscream.r1921104.log spam-ena-week0.r1921104.log spam-ena-week1.r1921104.log spam-ena-week2.r1921104.log spam-ena-week3.r1921104.log spam-ena-week4.r1921104.log spam-giovanni-ham.r1921104.log spam-giovanni-spammy.r1921104.log spam-giovanni-spam.r1921104.log spam-grenier.r1921104.log spam-jhardin.r1921104.log spam-llanga.r1921104.log spam-mmiroslaw-mails-ham.r1921104.log spam-mmiroslaw-mails-spam.r1921104.log spam-spamsponge.r1921104.log spam-tsz-corpus.r1921104.log spam-whyscream.r1921104.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.182
score ADVANCE_FEE_2_NEW_FORM 2.000
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.397
score ADVANCE_FEE_3_NEW 3.450
score ADVANCE_FEE_3_NEW_FRM_MNY 1.498
score ADVANCE_FEE_3_NEW_MONEY 2.899
score ADVANCE_FEE_4_NEW 2.250
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.485
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.500
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.673
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 3.000
score BITCOIN_DEADLINE 2.999
score BITCOIN_EXTORT_01 4.248
score BITCOIN_MALF_HTML 0.001
score BITCOIN_MALWARE 0.001
score BITCOIN_SPAM_02 2.152
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.815
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 3.059
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 0.399
score BODY_EMAIL_419_FRAUD_GM 2.499
score BODY_URI_ONLY 1.857
score BOGUS_MIME_VERSION 3.499
score CANT_SEE_AD 1.492
score CN_B2B_SPAMMER 2.299
score COMPENSATION 1.500
score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
score DEAR_NOBODY 2.848
score DOS_BODY_HIGH_NO_MID 3.699
score DSN_NO_MIMEVERSION 1.999
score DUP_SUSP_HDR 0.594
score DYNAMIC_IMGUR 0.001
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FBI_MONEY 0.001
score FBI_SPOOF 0.001
score FILL_THIS_FORM 1.699
score FONT_INVIS_LONG_LINE 3.000
score FONT_INVIS_MSGID 2.500
score FONT_INVIS_NORDNS 0.001
score FONT_INVIS_POSTEXTRAS 2.286
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001 # force non-zero
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
score FROM_IN_TO_AND_SUBJ 1.399
score FROM_LONG_DOM 1.499
score FROM_LONG_DOM_MINFP 2.500
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001 # force non-zero
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 1.747
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
score FROM_MISSP_REPLYTO 2.098
score FROM_MISSP_TO_UNDISC 0.733
score FROM_MISSP_USER 0.001
score FROM_NTLD_LINKBAIT 1.035
score FROM_NTLD_REPLY_FREEMAIL 1.422
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.786
score FROM_UNBAL1 2.599
score FROM_UNBAL2 2.599
score FROM_WSP_TRAIL 2.599
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 3.187
score FSL_HELO_BARE_IP_2 2.249
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 3.099
score FUZZY_APPLE 2.957
score FUZZY_BITCOIN 2.219
score FUZZY_IMPORTANT 2.699
score FUZZY_TRUMP 3.299
score FUZZY_WALLET 0.001
score GAPPY_HTML 3.099
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 0.392
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_NO_RELAY 1.488
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 1.750
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 1.836
score HREF_EMPTY_NORDNS 0.001
score HREF_EMPTY_XANTIABUSE 2.482
score HREF_EMPTY_XAUTHED 2.317
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
score HTML_ENTITY_ASCII_TINY 2.650
score HTML_SINGLET_MANY 1.817
score HTML_TEXT_INVISIBLE_FONT 0.001
score HTML_TEXT_INVISIBLE_STYLE 0.251
score IMG_ONLY_FM_DOM_INFO 2.100
score KHOP_HELO_FCRDNS 0.400
score LONG_HEX_URI 2.653
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 2.003
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.398
score MALWARE_NORDNS 0.001
score MALWARE_PASSWORD 0.001
score MALW_ATTACH 2.299
score MANY_SPAN_IN_TEXT 1.626
score MANY_SUBDOM 3.299
score MAY_BE_FORGED 2.264
score MILLION_EUR 1.348
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_CENTER_CASE 2.500
score MIXED_CTYPE_CASE 2.499
score MIXED_ES 2.699
score MIXED_HREF_CASE 1.803
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.144
score MONEY_FROM_41 1.394
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSM_PRIO_REPTO 2.499
score NA_DOLLARS 1.499
score NICE_REPLY_A -3.560
score NORDNS_LOW_CONTRAST 1.786
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_BITCOIN 0.969
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
score PDS_CPANEL_PORT_SPOOFEDURL 0.499
score PDS_DBL_URL_LINKBAIT 1.176
score PDS_OTHER_BAD_TLD 1.999
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PDS_URISHRT_LOCALPART_SUBJ 0.001
score PHISH_ATTACH 2.399
score PHP_ORIG_SCRIPT 1.296
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.728
score REPTO_419_FRAUD 2.838
score REPTO_419_FRAUD_GM 2.403
score REPTO_419_FRAUD_GM_LOOSE 0.999
score REPTO_419_FRAUD_HM 2.999
score RISK_FREE 2.599
score SCC_BOGUS_CTE_1 0.001
score SCC_CANSPAM_2 4.282
score SCC_ISEMM_LID_1B 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 2.499
score SHORT_IMG_SUSP_NTLD 1.223
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOF_GMAIL_MID 1.189
score STATIC_XPRIO_OLE 1.252
score SUBJ_ATTENTION 0.499
score SUBJ_LACKS_WORDS 2.102
score SUSP_UTF8_WORD_COMBO 1.392
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 1.799
score THIS_IS_ADV_SUSP_NTLD 1.012
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 1.795
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.964
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.552
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 1.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.500
score TVD_RCVD_SPACE_BRACKET 2.499
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 2.103
score UNDISC_FREEM 2.899
score UNDISC_MONEY 1.591
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
score URI_BUFFLY 1.999
score URI_CLOUDFLAREIPFS 0.054
score URI_DOTEDU 1.999
score URI_DWEBIPFS 2.300
score URI_GOOGDRAWPREVIEW_MINFP 3.499
score URI_GOOGLE_PROXY 0.501
score URI_GOOG_STO_SPAMMY 2.999
score URI_GOOG_STO_SUBD_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 1.551
score URI_IPFSIO 3.499
score URI_MALWARE_BH 0.999
score URI_ONLY_MSGID_MALF 0.001
score URI_OPTOUT_3LD 1.917
score URI_PHISH 3.536
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.199
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.401
score VFY_ACCT_NORDNS 2.503
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
score WORD_INVIS_MANY 0.906
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XPRIO 0.001
score XPRIO_VISTA 1.948
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
score AC_SPAMMY_URI_PATTERNS12 1.000
score AC_SPAMMY_URI_PATTERNS2 1.000
score AC_SPAMMY_URI_PATTERNS3 1.000
score AC_SPAMMY_URI_PATTERNS4 1.000
score AC_SPAMMY_URI_PATTERNS8 1.000
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
score BTC_ORG 1.000
score BULK_RE_SUSP_NTLD 1.000
score COMMENT_GIBBERISH 1.000
score CONTENT_AFTER_HTML 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
score FONT_INVIS_DIRECT 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_GOOGLE_OBFUR 0.750
score GB_STORAGE_GOOGLE_EMAIL 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_EMAIL_PHISH 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HREF_EMPTY_PHPMAIL 1.000
score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
score MSGID_HDR_MALF 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
score RAND_MKTG_HEADER 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
score RDNS_NUM_TLD_XM 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
score REPTO_419_FRAUD_QQ 1.000
score REPTO_419_FRAUD_YH 1.000
score REPTO_419_FRAUD_YH_LOOSE 1.000
score REPTO_419_FRAUD_YJ 1.000
score REPTO_419_FRAUD_YN 1.000
score SCC_ISEMM_LID_1 1.000
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score STOCK_TIP 1.000
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_GOOGDRAWPREVIEW 1.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_INFURAIPFSIO 1.000
score URI_LONG_REPEAT 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
score ARC_VALID 0.001 # force non-zero
score BITCOIN_SPAM_05 0.001 # force non-zero
score BITCOIN_SPF_ONLYALL 0.001 # force non-zero
score DKIMWL_BL 0.001 # force non-zero
score DKIMWL_BLOCKED 0.001 # force non-zero
score DKIMWL_WL_HIGH 0.001 # force non-zero
score DKIMWL_WL_MED 0.001 # force non-zero
score DKIMWL_WL_MEDHI 0.001 # force non-zero
score FROM_BANK_NOAUTH 0.001 # force non-zero
score FROM_FMBLA_NDBLOCKED 0.001 # force non-zero
score FROM_FMBLA_NEWDOM 0.001 # force non-zero
score FROM_FMBLA_NEWDOM14 0.001 # force non-zero
score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
score FROM_GOV_DKIM_AU 0.001 # force non-zero
score FROM_GOV_REPLYTO_FREEMAIL 0.001 # force non-zero
score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_NEWDOM_BTC 0.001 # force non-zero
score FROM_NUMBERO_NEWDOMAIN 0.001 # force non-zero
score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FSL_BULK_SIG 0.001 # force non-zero
score GB_HASHBL_BTC 0.001 # force non-zero
score PDS_HELO_SPF_FAIL 0.001 # force non-zero
score RCVD_IN_IADB_COURT 0.001 # force non-zero
score RCVD_IN_IADB_DMARC 0.001 # force non-zero
score RCVD_IN_IADB_ESP 0.001 # force non-zero
score RCVD_IN_IADB_LEG_MAND 0.001 # force non-zero
score RCVD_IN_IADB_URG 0.001 # force non-zero
score RCVD_IN_MSPIKE_BL 0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 0.001 # force non-zero
score RCVD_IN_MSPIKE_H3 0.001 # force non-zero
score RCVD_IN_MSPIKE_H4 0.001 # force non-zero
score RCVD_IN_MSPIKE_H5 0.001 # force non-zero
score RCVD_IN_MSPIKE_L2 0.001 # force non-zero
score RCVD_IN_MSPIKE_L3 0.001 # force non-zero
score RCVD_IN_MSPIKE_L4 0.001 # force non-zero
score RCVD_IN_MSPIKE_L5 0.001 # force non-zero
score RCVD_IN_MSPIKE_WL 0.001 # force non-zero
score RCVD_IN_MSPIKE_ZBI 0.001 # force non-zero
score SENDGRID_REDIR 0.001 # force non-zero
score SPOOFED_FREEMAIL 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001 # force non-zero
score SPOOFED_FREEM_REPTO_CHN 0.001 # force non-zero
score SPOOFED_FREEM_REPTO_RUS 0.001 # force non-zero
score SURBL_BLOCKED 0.001 # force non-zero
score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
score URIBL_CT_SURBL 0.001 # force non-zero
score URIBL_DM_SURBL 0.001 # force non-zero