summaryrefslogtreecommitdiffstats
path: root/lualib/lua_magic/heuristics.lua
diff options
context:
space:
mode:
authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-10 21:30:40 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-10 21:30:40 +0000
commit133a45c109da5310add55824db21af5239951f93 (patch)
treeba6ac4c0a950a0dda56451944315d66409923918 /lualib/lua_magic/heuristics.lua
parentInitial commit. (diff)
downloadrspamd-133a45c109da5310add55824db21af5239951f93.tar.xz
rspamd-133a45c109da5310add55824db21af5239951f93.zip
Adding upstream version 3.8.1.upstream/3.8.1upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'lualib/lua_magic/heuristics.lua')
-rw-r--r--lualib/lua_magic/heuristics.lua605
1 files changed, 605 insertions, 0 deletions
diff --git a/lualib/lua_magic/heuristics.lua b/lualib/lua_magic/heuristics.lua
new file mode 100644
index 0000000..b8a1b41
--- /dev/null
+++ b/lualib/lua_magic/heuristics.lua
@@ -0,0 +1,605 @@
+--[[
+Copyright (c) 2022, Vsevolod Stakhov <vsevolod@rspamd.com>
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+]]--
+
+--[[[
+-- @module lua_magic/heuristics
+-- This module contains heuristics for some specific cases
+--]]
+
+local rspamd_trie = require "rspamd_trie"
+local rspamd_util = require "rspamd_util"
+local lua_util = require "lua_util"
+local bit = require "bit"
+local fun = require "fun"
+
+local N = "lua_magic"
+local msoffice_trie
+local msoffice_patterns = {
+ doc = { [[WordDocument]] },
+ xls = { [[Workbook]], [[Book]] },
+ ppt = { [[PowerPoint Document]], [[Current User]] },
+ vsd = { [[VisioDocument]] },
+}
+local msoffice_trie_clsid
+local msoffice_clsids = {
+ doc = { [[0609020000000000c000000000000046]] },
+ xls = { [[1008020000000000c000000000000046]], [[2008020000000000c000000000000046]] },
+ ppt = { [[108d81649b4fcf1186ea00aa00b929e8]] },
+ msg = { [[46f0060000000000c000000000000046]], [[0b0d020000000000c000000000000046]] },
+ msi = { [[84100c0000000000c000000000000046]] },
+}
+local zip_trie
+local zip_patterns = {
+ -- https://lists.oasis-open.org/archives/office/200505/msg00006.html
+ odt = {
+ [[mimetypeapplication/vnd\.oasis\.opendocument\.text]],
+ [[mimetypeapplication/vnd\.oasis\.opendocument\.image]],
+ [[mimetypeapplication/vnd\.oasis\.opendocument\.graphic]]
+ },
+ ods = {
+ [[mimetypeapplication/vnd\.oasis\.opendocument\.spreadsheet]],
+ [[mimetypeapplication/vnd\.oasis\.opendocument\.formula]],
+ [[mimetypeapplication/vnd\.oasis\.opendocument\.chart]]
+ },
+ odp = { [[mimetypeapplication/vnd\.oasis\.opendocument\.presentation]] },
+ epub = { [[epub\+zip]] },
+ asice = { [[mimetypeapplication/vnd\.etsi\.asic-e\+zipPK]] },
+ asics = { [[mimetypeapplication/vnd\.etsi\.asic-s\+zipPK]] },
+}
+
+local txt_trie
+local txt_patterns = {
+ html = {
+ { [=[(?i)<html[\s>]]=], 32 },
+ { [[(?i)<script\b]], 20 }, -- Commonly used by spammers
+ { [[<script\s+type="text\/javascript">]], 31 }, -- Another spammy pattern
+ { [[(?i)<\!DOCTYPE HTML\b]], 33 },
+ { [[(?i)<body\b]], 20 },
+ { [[(?i)<table\b]], 20 },
+ { [[(?i)<a\s]], 10 },
+ { [[(?i)<p\b]], 10 },
+ { [[(?i)<div\b]], 10 },
+ { [[(?i)<span\b]], 10 },
+ },
+ csv = {
+ { [[(?:[-a-zA-Z0-9_]+\s*,){2,}(?:[-a-zA-Z0-9_]+,?[ ]*[\r\n])]], 20 }
+ },
+ ics = {
+ { [[^BEGIN:VCALENDAR\r?\n]], 40 },
+ },
+ vcf = {
+ { [[^BEGIN:VCARD\r?\n]], 40 },
+ },
+ xml = {
+ { [[<\?xml\b.+\?>]], 31 },
+ }
+}
+
+-- Used to match pattern index and extension
+local msoffice_clsid_indexes = {}
+local msoffice_patterns_indexes = {}
+local zip_patterns_indexes = {}
+local txt_patterns_indexes = {}
+
+local exports = {}
+
+local function compile_tries()
+ local default_compile_flags = bit.bor(rspamd_trie.flags.re,
+ rspamd_trie.flags.dot_all,
+ rspamd_trie.flags.single_match,
+ rspamd_trie.flags.no_start)
+ local function compile_pats(patterns, indexes, transform_func, compile_flags)
+ local strs = {}
+ for ext, pats in pairs(patterns) do
+ for _, pat in ipairs(pats) do
+ -- These are utf16 strings in fact...
+ strs[#strs + 1] = transform_func(pat)
+ indexes[#indexes + 1] = { ext, pat }
+ end
+ end
+
+ return rspamd_trie.create(strs, compile_flags or default_compile_flags)
+ end
+
+ if not msoffice_trie then
+ -- Directory names
+ local function msoffice_pattern_transform(pat)
+ return '^' ..
+ table.concat(
+ fun.totable(
+ fun.map(function(c)
+ return c .. [[\x{00}]]
+ end,
+ fun.iter(pat))))
+ end
+ local function msoffice_clsid_transform(pat)
+ local hex_table = {}
+ for i = 1, #pat, 2 do
+ local subc = pat:sub(i, i + 1)
+ hex_table[#hex_table + 1] = string.format('\\x{%s}', subc)
+ end
+
+ return '^' .. table.concat(hex_table) .. '$'
+ end
+ -- Directory entries
+ msoffice_trie = compile_pats(msoffice_patterns, msoffice_patterns_indexes,
+ msoffice_pattern_transform)
+ -- Clsids
+ msoffice_trie_clsid = compile_pats(msoffice_clsids, msoffice_clsid_indexes,
+ msoffice_clsid_transform)
+ -- Misc zip patterns at the initial fragment
+ zip_trie = compile_pats(zip_patterns, zip_patterns_indexes,
+ function(pat)
+ return pat
+ end)
+ -- Text patterns at the initial fragment
+ txt_trie = compile_pats(txt_patterns, txt_patterns_indexes,
+ function(pat_tbl)
+ return pat_tbl[1]
+ end,
+ bit.bor(rspamd_trie.flags.re,
+ rspamd_trie.flags.dot_all,
+ rspamd_trie.flags.no_start))
+ end
+end
+
+-- Call immediately on require
+compile_tries()
+
+local function detect_ole_format(input, log_obj, _, part)
+ local inplen = #input
+ if inplen < 0x31 + 4 then
+ lua_util.debugm(N, log_obj, "short length: %s", inplen)
+ return nil
+ end
+
+ local bom, sec_size = rspamd_util.unpack('<I2<I2', input:span(29, 4))
+ if bom == 0xFFFE then
+ bom = '<'
+ else
+ lua_util.debugm(N, log_obj, "bom file!: %s", bom)
+ bom = '>';
+ sec_size = bit.bswap(sec_size)
+ end
+
+ if sec_size < 7 or sec_size > 31 then
+ lua_util.debugm(N, log_obj, "bad sec_size: %s", sec_size)
+ return nil
+ end
+
+ sec_size = 2 ^ sec_size
+
+ -- SecID of first sector of the directory stream
+ local directory_offset = (rspamd_util.unpack(bom .. 'I4', input:span(0x31, 4)))
+ * sec_size + 512 + 1
+ lua_util.debugm(N, log_obj, "directory: %s", directory_offset)
+
+ if inplen < directory_offset then
+ lua_util.debugm(N, log_obj, "short length: %s", inplen)
+ return nil
+ end
+
+ local function process_dir_entry(offset)
+ local dtype = input:byte(offset + 66)
+ lua_util.debugm(N, log_obj, "dtype: %s, offset: %s", dtype, offset)
+
+ if dtype then
+ if dtype == 5 then
+ -- Extract clsid
+ local matches = msoffice_trie_clsid:match(input:span(offset + 80, 16))
+ if matches then
+ for n, _ in pairs(matches) do
+ if msoffice_clsid_indexes[n] then
+ lua_util.debugm(N, log_obj, "found valid clsid for %s",
+ msoffice_clsid_indexes[n][1])
+ return true, msoffice_clsid_indexes[n][1]
+ end
+ end
+ end
+ return true, nil
+ elseif dtype == 2 then
+ local matches = msoffice_trie:match(input:span(offset, 64))
+ if matches then
+ for n, _ in pairs(matches) do
+ if msoffice_patterns_indexes[n] then
+ return true, msoffice_patterns_indexes[n][1]
+ end
+ end
+ end
+ return true, nil
+ elseif dtype >= 0 and dtype < 5 then
+ -- Bad type
+ return true, nil
+ end
+ end
+
+ return false, nil
+ end
+
+ repeat
+ local res, ext = process_dir_entry(directory_offset)
+
+ if res and ext then
+ return ext, 60
+ end
+
+ if not res then
+ break
+ end
+
+ directory_offset = directory_offset + 128
+ until directory_offset >= inplen
+end
+
+exports.ole_format_heuristic = detect_ole_format
+
+local function process_top_detected(res)
+ local extensions = lua_util.keys(res)
+
+ if #extensions > 0 then
+ table.sort(extensions, function(ex1, ex2)
+ return res[ex1] > res[ex2]
+ end)
+
+ return extensions[1], res[extensions[1]]
+ end
+
+ return nil
+end
+
+local function detect_archive_flaw(part, arch, log_obj, _)
+ local arch_type = arch:get_type()
+ local res = {
+ docx = 0,
+ xlsx = 0,
+ pptx = 0,
+ jar = 0,
+ odt = 0,
+ odp = 0,
+ ods = 0,
+ apk = 0,
+ } -- ext + confidence pairs
+
+ -- General msoffice patterns
+ local function add_msoffice_confidence(incr)
+ res.docx = res.docx + incr
+ res.xlsx = res.xlsx + incr
+ res.pptx = res.pptx + incr
+ end
+
+ if arch_type == 'zip' then
+ -- Find specific files/folders in zip file
+ local files = arch:get_files(100) or {}
+ for _, file in ipairs(files) do
+ if file == '[Content_Types].xml' then
+ add_msoffice_confidence(10)
+ elseif file:sub(1, 3) == 'xl/' then
+ res.xlsx = res.xlsx + 30
+ elseif file:sub(1, 5) == 'word/' then
+ res.docx = res.docx + 30
+ elseif file:sub(1, 4) == 'ppt/' then
+ res.pptx = res.pptx + 30
+ elseif file == 'META-INF/MANIFEST.MF' then
+ res.jar = res.jar + 40
+ elseif file == 'AndroidManifest.xml' then
+ res.apk = res.apk + 60
+ end
+ end
+
+ local ext, weight = process_top_detected(res)
+
+ if weight >= 40 then
+ return ext, weight
+ end
+
+ -- Apply misc Zip detection logic
+ local content = part:get_content()
+
+ if #content > 128 then
+ local start_span = content:span(1, 128)
+
+ local matches = zip_trie:match(start_span)
+ if matches then
+ for n, _ in pairs(matches) do
+ if zip_patterns_indexes[n] then
+ lua_util.debugm(N, log_obj, "found zip pattern for %s",
+ zip_patterns_indexes[n][1])
+ return zip_patterns_indexes[n][1], 40
+ end
+ end
+ end
+ end
+ end
+
+ return arch_type:lower(), 40
+end
+
+local csv_grammar
+-- Returns a grammar that will count commas
+local function get_csv_grammar()
+ if not csv_grammar then
+ local lpeg = require 'lpeg'
+
+ local field = '"' * lpeg.Cs(((lpeg.P(1) - '"') + lpeg.P '""' / '"') ^ 0) * '"' +
+ lpeg.C((1 - lpeg.S ',\n"') ^ 0)
+
+ csv_grammar = lpeg.Cf(lpeg.Cc(0) * field * lpeg.P((lpeg.P(',') +
+ lpeg.P('\t')) * field) ^ 1 * (lpeg.S '\r\n' + -1),
+ function(acc)
+ return acc + 1
+ end)
+ end
+
+ return csv_grammar
+end
+local function validate_csv(part, content, log_obj)
+ local max_chunk = 32768
+ local chunk = content:sub(1, max_chunk)
+
+ local expected_commas
+ local matched_lines = 0
+ local max_matched_lines = 10
+
+ lua_util.debugm(N, log_obj, "check for csv pattern")
+
+ for s in chunk:lines() do
+ local ncommas = get_csv_grammar():match(s)
+
+ if not ncommas then
+ lua_util.debugm(N, log_obj, "not a csv line at line number %s",
+ matched_lines)
+ return false
+ end
+
+ if expected_commas and ncommas ~= expected_commas then
+ -- Mismatched commas
+ lua_util.debugm(N, log_obj, "missmatched commas on line %s: %s != %s",
+ matched_lines, ncommas, expected_commas)
+ return false
+ elseif not expected_commas then
+ if ncommas == 0 then
+ lua_util.debugm(N, log_obj, "no commas in the first line")
+ return false
+ end
+ expected_commas = ncommas
+ end
+
+ matched_lines = matched_lines + 1
+
+ if matched_lines > max_matched_lines then
+ break
+ end
+ end
+
+ lua_util.debugm(N, log_obj, "csv content is sane: %s fields; %s lines checked",
+ expected_commas, matched_lines)
+
+ return true
+end
+
+exports.mime_part_heuristic = function(part, log_obj, _)
+ if part:is_archive() then
+ local arch = part:get_archive()
+ return detect_archive_flaw(part, arch, log_obj)
+ end
+
+ return nil
+end
+
+exports.text_part_heuristic = function(part, log_obj, _)
+ -- We get some span of data and check it
+ local function is_span_text(span)
+ -- We examine 8 bit content, and we assume it might be localized text
+ -- if it has more than 3 subsequent 8 bit characters
+ local function rough_8bit_check(bytes, idx, remain, len)
+ local b = bytes[idx]
+ local n8bit = 0
+
+ while b >= 127 and idx < len do
+ -- utf8 part
+ if bit.band(b, 0xe0) == 0xc0 and remain > 1 and
+ bit.band(bytes[idx + 1], 0xc0) == 0x80 then
+ return true, 1
+ elseif bit.band(b, 0xf0) == 0xe0 and remain > 2 and
+ bit.band(bytes[idx + 1], 0xc0) == 0x80 and
+ bit.band(bytes[idx + 2], 0xc0) == 0x80 then
+ return true, 2
+ elseif bit.band(b, 0xf8) == 0xf0 and remain > 3 and
+ bit.band(bytes[idx + 1], 0xc0) == 0x80 and
+ bit.band(bytes[idx + 2], 0xc0) == 0x80 and
+ bit.band(bytes[idx + 3], 0xc0) == 0x80 then
+ return true, 3
+ end
+
+ n8bit = n8bit + 1
+ idx = idx + 1
+ b = bytes[idx]
+ remain = remain - 1
+ end
+
+ if n8bit >= 3 then
+ return true, n8bit
+ end
+
+ return false, 0
+ end
+
+ -- Convert to string as LuaJIT can optimise string.sub (and fun.iter) but not C calls
+ local tlen = #span
+ local non_printable = 0
+ local bytes = span:bytes()
+ local i = 1
+ repeat
+ local b = bytes[i]
+
+ if (b < 0x20) and not (b == 0x0d or b == 0x0a or b == 0x09) then
+ non_printable = non_printable + 1
+ elseif b >= 127 then
+ local c, nskip = rough_8bit_check(bytes, i, tlen - i, tlen)
+
+ if not c then
+ non_printable = non_printable + 1
+ else
+ i = i + nskip
+ end
+ end
+ i = i + 1
+ until i > tlen
+
+ lua_util.debugm(N, log_obj, "text part check: %s printable, %s non-printable, %s total",
+ tlen - non_printable, non_printable, tlen)
+ if non_printable / tlen > 0.0078125 then
+ return false
+ end
+
+ return true
+ end
+
+ local parent = part:get_parent()
+
+ if parent then
+ local parent_type, parent_subtype = parent:get_type()
+
+ if parent_type == 'multipart' and parent_subtype == 'encrypted' then
+ -- Skip text heuristics for encrypted parts
+ lua_util.debugm(N, log_obj, "text part check: parent is encrypted, not a text part")
+
+ return false
+ end
+ end
+
+ local content = part:get_content()
+ local mtype, msubtype = part:get_type()
+ local clen = #content
+ local is_text
+
+ if clen > 0 then
+ if clen > 80 * 3 then
+ -- Use chunks
+ is_text = is_span_text(content:span(1, 160)) and is_span_text(content:span(clen - 80, 80))
+ else
+ is_text = is_span_text(content)
+ end
+
+ if is_text and mtype ~= 'message' then
+ -- Try patterns
+ local span_len = math.min(4096, clen)
+ local start_span = content:span(1, span_len)
+ local matches = txt_trie:match(start_span)
+ local res = {}
+ local fname = part:get_filename()
+
+ if matches then
+ -- Require at least 2 occurrences of those patterns
+ for n, positions in pairs(matches) do
+ local ext, weight = txt_patterns_indexes[n][1], txt_patterns_indexes[n][2][2]
+ if ext then
+ res[ext] = (res[ext] or 0) + weight * #positions
+ lua_util.debugm(N, log_obj, "found txt pattern for %s: %s, total: %s; %s/%s announced",
+ ext, weight * #positions, res[ext], mtype, msubtype)
+ end
+ end
+
+ if res.html and res.html >= 40 then
+ -- HTML has priority over something like js...
+ return 'html', res.html
+ end
+
+ local ext, weight = process_top_detected(res)
+
+ if weight then
+ if weight >= 40 then
+ -- Extra validation for csv extension
+ if ext ~= 'csv' or validate_csv(part, content, log_obj) then
+ return ext, weight
+ end
+ elseif fname and weight >= 20 then
+ return ext, weight
+ end
+ end
+ end
+
+ -- Content type stuff
+ if (mtype == 'text' or mtype == 'application') and
+ (msubtype == 'html' or msubtype == 'xhtml+xml') then
+ return 'html', 21
+ end
+
+ if msubtype:lower() == 'csv' then
+ if validate_csv(part, content, log_obj) then
+ return 'csv', 40
+ end
+ end
+
+ -- Extension stuff
+ local function has_extension(file, ext)
+ local ext_len = ext:len()
+ return file:len() > ext_len + 1
+ and file:sub(-ext_len):lower() == ext
+ and file:sub(-ext_len - 1, -ext_len - 1) == '.'
+ end
+
+ if fname and (has_extension(fname, 'htm') or has_extension(fname, 'html')) then
+ return 'html', 21
+ end
+
+ if mtype ~= 'text' then
+ -- Do not treat non text patterns as text
+ return nil
+ end
+
+ return 'txt', 40
+ end
+ end
+end
+
+exports.pdf_format_heuristic = function(input, log_obj, pos, part)
+ local weight = 10
+ local ext = string.match(part:get_filename() or '', '%.([^.]+)$')
+ -- If we found a pattern at the beginning
+ if pos <= 10 then
+ weight = weight + 30
+ end
+ -- If the announced extension is `pdf`
+ if ext and ext:lower() == 'pdf' then
+ weight = weight + 30
+ end
+
+ return 'pdf', weight
+end
+
+exports.pe_part_heuristic = function(input, log_obj, pos, part)
+ if not input then
+ return
+ end
+
+ -- pe header should start at the offset that is placed in msdos header at position 60..64
+ local pe_ptr_bin = input:sub(60, 64)
+ if #pe_ptr_bin ~= 4 then
+ return
+ end
+
+ -- it is an LE 32 bit integer
+ local pe_ptr = rspamd_util.unpack("<I4", pe_ptr_bin)
+ -- if pe header magic matches the offset, it is definitely a PE file
+ if pe_ptr ~= pos then
+ return
+ end
+
+ return 'exe', 30
+end
+
+return exports