blob: d6a20f2a8b2908ba47b680e82c7f355b686ba62f [file] [log] [blame]
# Using score set 0 logs for revision 1910179 from:
# ham-ena-week0.r1910179.log ham-ena-week1.r1910179.log ham-ena-week2.r1910179.log ham-ena-week3.r1910179.log ham-ena-week4.r1910179.log ham-giovanni-ham.r1910179.log ham-giovanni-spammy.r1910179.log ham-giovanni-spam.r1910179.log ham-grenier.r1910179.log ham-hege.r1910179.log ham-jhardin.r1910179.log ham-llanga.r1910179.log ham-mmiroslaw-mails-ham.r1910179.log ham-mmiroslaw-mails-spam.r1910179.log ham-spamsponge.r1910179.log ham-thendrikx.r1910179.log ham-tsz-corpus.r1910179.log spam-ena-week0.r1910179.log spam-ena-week1.r1910179.log spam-ena-week2.r1910179.log spam-ena-week3.r1910179.log spam-ena-week4.r1910179.log spam-giovanni-ham.r1910179.log spam-giovanni-spammy.r1910179.log spam-giovanni-spam.r1910179.log spam-grenier.r1910179.log spam-hege.r1910179.log spam-jhardin.r1910179.log spam-llanga.r1910179.log spam-mmiroslaw-mails-ham.r1910179.log spam-mmiroslaw-mails-spam.r1910179.log spam-spamsponge.r1910179.log spam-thendrikx.r1910179.log spam-tsz-corpus.r1910179.log
score ACCT_PHISHING_MANY 2.996
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.196
score ADVANCE_FEE_2_NEW_FRM_MNY 1.399
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 2.996
score ADVANCE_FEE_3_NEW_MONEY 3.196
score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_MONEY 2.438
score ADVANCE_FEE_5_NEW 1.009
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score ALIBABA_IMG_NOT_RCVD_ALI 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_XM_FORGED_OL2600 1.628
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 2.996
score BITCOIN_EXTORT_01 3.015
score BITCOIN_MALF_HTML 2.591
score BITCOIN_MALWARE 2.611
score BITCOIN_OBFU_SUBJ 2.078
score BITCOIN_SPAM_02 2.450
score BITCOIN_SPAM_03 1.503
score BITCOIN_SPAM_07 2.996
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 2.170
score BOGUS_MIME_VERSION 3.496
score CANT_SEE_AD 2.466
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.498
score CTE_8BIT_MISMATCH 0.998
score DATE_IN_FUTURE_Q_PLUS 3.895
score DEAR_BENEFICIARY 0.001
score DOS_BODY_HIGH_NO_MID 0.001
score DSN_NO_MIMEVERSION 1.998
score ENCRYPTED_MESSAGE -0.998
score END_FUTURE_EMAILS 2.497
score FAKE_REPLY_A1 1.417
score FAKE_REPLY_B 1.017
score FILL_THIS_FORM 0.701
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 1.249
score FONT_INVIS_POSTEXTRAS 0.155
score FORM_FRAUD 0.288
score FORM_FRAUD_3 2.499
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.996
score FROM_IN_TO_AND_SUBJ 1.998
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 1.747
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.145
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 1.406
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 0.001
score FROM_NTLD_LINKBAIT 0.294
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.998
score FROM_UNBAL1 1.731
score FROM_UNBAL2 3.197
score FROM_WSP_TRAIL 3.396
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.599
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score GB_BITCOIN_NH 1.481
score GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.939
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_TRANSL 0.748
score GOOG_MALWARE_DNLD 4.854
score GOOG_REDIR_HTML_ONLY 1.997
score GOOG_REDIR_NORDNS 2.600
score GOOG_STO_IMG_HTML 2.997
score GOOG_STO_IMG_NOHTML 2.065
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.649
score HDRS_LCASE 0.098
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.001
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 0.899
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_ENTITY_ASCII_TINY 2.996
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 1.795
score HTML_SINGLET_MANY 2.497
score HTML_TAG_BALANCE_CENTER 2.764
score HTML_TEXT_INVISIBLE_FONT 1.233
score HTML_TEXT_INVISIBLE_STYLE 0.498
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.398
score LONG_HEX_URI 2.996
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 2.996
score LOTS_OF_MONEY 0.010
score MALFORMED_FREEMAIL 2.891
score MALWARE_NORDNS 2.402
score MANY_HDRS_LCASE 0.099
score MANY_SPAN_IN_TEXT 2.696
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 2.397
score MIXED_HREF_CASE 1.999
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001 # force non-zero
score MONEY_FRAUD_3 0.237
score MONEY_FRAUD_5 1.785
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
score MSMAIL_PRI_ABNORMAL 1.498
score MSM_PRIO_REPTO 1.906
score NAME_EMAIL_DIFF 1.715
score NA_DOLLARS 1.498
score NICE_REPLY_A -0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score NUMBEREND_LINKBAIT 0.999
score OBFU_TEXT_ATTACH 0.946
score ODD_FREEM_REPTO 2.996
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_FRNOM_TODOM_DBL_URL 1.496
score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_2_EMAILS 2.349
score PDS_FROM_2_EMAILS_SHRTNER 0.703
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
score PDS_RDNS_DYNAMIC_FP 0.010
score PDS_SHORTFWD_URISHRT 0.533
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 1.725
score PHP_ORIG_SCRIPT 1.471
score PHP_SCRIPT 2.497
score POSSIBLE_GMAIL_PHISHER 1.549
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
score READY_TO_SHIP 1.248
score RISK_FREE 2.131
score SCC_BODY_SINGLE_WORD 0.001
score SCC_BODY_URI_ONLY 1.344
score SCC_CANSPAM_1 1.795
score SCC_CANSPAM_2 3.296
score SCC_ISEMM_LID_1B 1.498
score SCC_SPAMMER_ADDR_2 0.945
score SCC_SPECIAL_GUID 0.955
score SENDGRID_REDIR 1.499
score SERGIO_SUBJECT_PORN014 2.502
score SERGIO_SUBJECT_VIAGRA01 3.769
score SHOPIFY_IMG_NOT_RCVD_SFY 2.038
score SHORTENED_URL_SRC 2.796
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
score SUSP_UTF8_WORD_COMBO 2.996
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.748
score THIS_AD 1.298
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.297
score TO_IN_SUBJ 0.099
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 1.249
score TO_NO_BRKTS_NORDNS_HTML 1.998
score TO_NO_BRKTS_PCNT 2.497
score TVD_IP_HEX 0.001
score TVD_IP_SING_HEX 1.583
score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_ENC_FM_MIME 1.141
score TVD_SPACE_RATIO_MINFP 1.102
score UNDISC_FREEM 3.096
score UNDISC_MONEY 3.096
score UNICODE_OBFU_ASC 2.497
score URI_AZURE_CLOUDAPP 2.996
score URI_BUFFLY 1.401
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.497
score URI_HEX_IP 1.299
score URI_IN_URI_10 2.297
score URI_ONLY_MSGID_MALF 0.368
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.497
score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED 3.497
score URI_WP_HACKED_2 1.106
score VFY_ACCT_NORDNS 1.795
score WORD_INVIS 0.136
score WORD_INVIS_MANY 2.938
score XFER_LOTSA_MONEY 0.001
score XM_DIGITS_ONLY 1.830
score XM_RANDOM 0.001
score XM_RECPTID 2.996
score XPRIO 0.698
score YOUR_PERMISSION 1.458
score YOU_INHERIT 1.266
score AC_BR_BONANZA 0.001
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 ADVANCE_FEE_2_NEW_FORM 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_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_09 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 CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FONT_INVIS_NORDNS 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_FREEMAIL_DISPTO_NOTFREEM 0.500
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_STO_EMAIL_PHISH 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score HAS_X_NO_RELAY 1.000
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_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 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 LOTTO_AGENT 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_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 OBFU_BITCOIN 1.000
score PDS_EMPTYSUBJ_URISHRT 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 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 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_GM 1.000
score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 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 REPTO_INFONUMSCOM 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 SHORT_IMG_SUSP_NTLD 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 TO_NAME_SUBJ_NO_RDNS 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_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_GOOG_STO_SPAMMY 3.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 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_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 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