new: Basic support for HHHash

bin/background_indexer.py

@@ -72,6 +72,7 @@ class BackgroundIndexer(AbstractManager):
             p.sismember('indexed_urls', cache.uuid)
             p.sismember('indexed_body_hashes', cache.uuid)
             p.sismember('indexed_cookies', cache.uuid)
+            p.sismember('indexed_hhhashes', cache.uuid)
             indexed = p.execute()
             if all(indexed):
                 continue
@@ -91,6 +92,9 @@ class BackgroundIndexer(AbstractManager):
             if not indexed[2]:
                 self.logger.info(f'Indexing cookies for {cache.uuid}')
                 self.lookyloo.indexing.index_cookies_capture(ct)
+            if not indexed[3]:
+                self.logger.info(f'Indexing HH Hashes for {cache.uuid}')
+                self.lookyloo.indexing.index_http_headers_hashes_capture(ct)
             # NOTE: categories aren't taken in account here, should be fixed(?)
             # see indexing.index_categories_capture(capture_uuid, categories)
 

lookyloo/indexing.py

@@ -2,7 +2,7 @@
 
 import hashlib
 import logging
-import re
+# import re
 from collections import defaultdict
 from typing import Dict, Iterable, List, Optional, Set, Tuple
 from urllib.parse import urlsplit
@@ -12,7 +12,7 @@ from redis import ConnectionPool, Redis
 from redis.connection import UnixDomainSocketConnection
 
 from .default import get_socket_path, get_config
-from .helpers import get_public_suffix_list
+# from .helpers import get_public_suffix_list
 
 
 class Indexing():
@@ -38,6 +38,9 @@ class Indexing():
         if self.redis.sismember('indexed_body_hashes', crawled_tree.uuid):
             self.logger.debug(f'Body hashes index: update internal UUIDs for {crawled_tree.uuid}')
             self._reindex_body_hashes_capture(crawled_tree)
+        if self.redis.sismember('indexed_hhhashes', crawled_tree.uuid):
+            self.logger.debug(f'HTTP Headers hashes index: update internal UUIDs for {crawled_tree.uuid}')
+            self._reindex_http_headers_hashes_capture(crawled_tree)
 
     # ###### Cookies ######
 
@@ -60,20 +63,24 @@ class Indexing():
     def _reindex_cookies_capture(self, crawled_tree: CrawledTree) -> None:
         pipeline = self.redis.pipeline()
         already_loaded: Set[Tuple[str, str]] = set()
-        already_cleaned_up = []
+        already_cleaned_up: Set[str] = set()
         for urlnode in crawled_tree.root_hartree.url_tree.traverse():
-            if hasattr(urlnode, 'cookies_received'):
-                for domain, cookie, _ in urlnode.cookies_received:
-                    name, value = cookie.split('=', 1)
-                    if (name, domain) in already_loaded:
-                        # Only add cookie name once / capture
-                        continue
-                    already_loaded.add((name, domain))
-                    if name not in already_cleaned_up:
-                        for key in self.redis.sscan_iter(f'cn|{name}|captures', f'{crawled_tree.uuid}|*'):
-                            pipeline.srem(f'cn|{name}|captures', key)
-                    already_cleaned_up.append(name)
-                    pipeline.sadd(f'cn|{name}|captures', f'{crawled_tree.uuid}|{urlnode.uuid}')
+            if not hasattr(urlnode, 'cookies_received'):
+                continue
+            for domain, cookie, _ in urlnode.cookies_received:
+                name, value = cookie.split('=', 1)
+                if (name, domain) in already_loaded:
+                    # Only add cookie name once / capture
+                    continue
+                already_loaded.add((name, domain))
+                if name not in already_cleaned_up:
+                    # We only run this srem once per name for a capture,
+                    # before adding it for the first time
+                    pipeline.srem(f'cn|{name}|captures',
+                                  *[key for key in self.redis.sscan_iter(f'cn|{name}|captures',
+                                                                         f'{crawled_tree.uuid}|*')])
+                    already_cleaned_up.add(name)
+                pipeline.sadd(f'cn|{name}|captures', f'{crawled_tree.uuid}|{urlnode.uuid}')
         pipeline.execute()
 
     def index_cookies_capture(self, crawled_tree: CrawledTree) -> None:
@@ -85,22 +92,25 @@ class Indexing():
         pipeline = self.redis.pipeline()
         already_loaded: Set[Tuple[str, str]] = set()
         for urlnode in crawled_tree.root_hartree.url_tree.traverse():
-            if hasattr(urlnode, 'cookies_received'):
-                for domain, cookie, _ in urlnode.cookies_received:
-                    name, value = cookie.split('=', 1)
-                    if (name, domain) in already_loaded:
-                        # Only add cookie name once / capture
-                        continue
-                    already_loaded.add((name, domain))
-                    pipeline.zincrby('cookies_names', 1, name)
-                    pipeline.zincrby(f'cn|{name}', 1, domain)
-                    pipeline.sadd(f'cn|{name}|captures', f'{crawled_tree.uuid}|{urlnode.uuid}')
-                    pipeline.zincrby(f'cn|{name}|{domain}', 1, value)
+            if not hasattr(urlnode, 'cookies_received'):
+                continue
+            for domain, cookie, _ in urlnode.cookies_received:
+                name, value = cookie.split('=', 1)
+                if (name, domain) in already_loaded:
+                    # Only add cookie name once / capture
+                    continue
+                already_loaded.add((name, domain))
+                pipeline.zincrby('cookies_names', 1, name)
+                pipeline.zincrby(f'cn|{name}', 1, domain)
+                pipeline.sadd(f'cn|{name}|captures', f'{crawled_tree.uuid}|{urlnode.uuid}')
+                pipeline.zincrby(f'cn|{name}|{domain}', 1, value)
 
-                    pipeline.sadd('lookyloo_domains', domain)
-                    pipeline.sadd(domain, name)
+                pipeline.sadd('lookyloo_domains', domain)
+                pipeline.sadd(domain, name)
         pipeline.execute()
 
+    """
+    # Not used anywhere?
     def aggregate_domain_cookies(self):
         psl = get_public_suffix_list()
         pipeline = self.redis.pipeline()
@@ -116,6 +126,7 @@ class Indexing():
         self.redis.delete('aggregate_domains_cn')
         self.redis.delete('aggregate_cn_domains')
         return {'domains': aggregate_domains_cn, 'cookies': aggregate_cn_domains}
+    """
 
     # ###### Body hashes ######
 
@@ -140,13 +151,14 @@ class Indexing():
 
     def _reindex_body_hashes_capture(self, crawled_tree: CrawledTree) -> None:
         # if the capture is regenerated, the hostnodes/urlnodes UUIDs are changed
-        cleaned_up_hashes = []
+        cleaned_up_hashes: Set[str] = set()
         pipeline = self.redis.pipeline()
         for urlnode in crawled_tree.root_hartree.url_tree.traverse():
             for h in urlnode.resources_hashes:
                 if h not in cleaned_up_hashes:
-                    self.redis.delete(f'bh|{h}|captures|{crawled_tree.uuid}')
-                cleaned_up_hashes.append(h)
+                    # Delete the hash for that capture the first time we see it.
+                    pipeline.delete(f'bh|{h}|captures|{crawled_tree.uuid}')
+                    cleaned_up_hashes.add(h)
                 pipeline.zincrby(f'bh|{h}|captures|{crawled_tree.uuid}', 1,
                                  f'{urlnode.uuid}|{urlnode.hostnode_uuid}|{urlnode.name}')
         pipeline.execute()
@@ -170,6 +182,7 @@ class Indexing():
         pipeline.execute()
 
     def get_hash_uuids(self, body_hash: str) -> Tuple[str, str, str]:
+        """Use that to get a reference allowing to fetch a resource from one of the capture."""
         capture_uuid: str = self.redis.srandmember(f'bh|{body_hash}|captures')
         entry = self.redis.zrange(f'bh|{body_hash}|captures|{capture_uuid}', 0, 1)[0]
         urlnode_uuid, hostnode_uuid, url = entry.split('|', 2)
@@ -216,6 +229,58 @@ class Indexing():
                 urls[url].append({'capture': capture_uuid, 'hostnode': hostnode_uuid, 'urlnode': url_uuid})
         return urls
 
+    # ###### HTTP Headers Hashes ######
+
+    @property
+    def http_headers_hashes(self) -> List[Tuple[str, float]]:
+        return self.redis.zrevrange('hhhashes', 0, -1, withscores=True)
+
+    def http_headers_hashes_number_captures(self, hhh: str) -> int:
+        return self.redis.scard(f'hhhashes|{hhh}|captures')
+
+    def get_http_headers_hashes_captures(self, hhh: str) -> List[Tuple[str, str]]:
+        return [uuids.split('|') for uuids in self.redis.smembers(f'hhhashes|{hhh}|captures')]
+
+    def _reindex_http_headers_hashes_capture(self, crawled_tree: CrawledTree) -> None:
+        pipeline = self.redis.pipeline()
+        already_loaded: Set[str] = set()
+        already_cleaned_up: Set[str] = set()
+        for urlnode in crawled_tree.root_hartree.url_tree.traverse():
+            if not hasattr(urlnode, 'hhhash'):
+                continue
+            if urlnode.hhhash in already_loaded:
+                # Only add cookie name once / capture
+                continue
+            already_loaded.add(urlnode.hhhash)
+            if urlnode.hhhash not in already_cleaned_up:
+                # We only run this srem once per name for a capture,
+                # before adding it for the first time
+                pipeline.srem(f'hhhashes|{urlnode.hhhash}|captures',
+                              *[key for key in self.redis.sscan_iter(f'hhhashes|{urlnode.hhhash}|captures',
+                                                                     f'{crawled_tree.uuid}|*')])
+                already_cleaned_up.add(urlnode.hhhash)
+            pipeline.sadd(f'hhhashes|{urlnode.hhhash}|captures', f'{crawled_tree.uuid}|{urlnode.uuid}')
+        pipeline.execute()
+
+    def index_http_headers_hashes_capture(self, crawled_tree: CrawledTree) -> None:
+        if self.redis.sismember('indexed_hhhashes', crawled_tree.uuid):
+            # Do not reindex
+            return
+        self.redis.sadd('indexed_hhhashes', crawled_tree.uuid)
+
+        pipeline = self.redis.pipeline()
+        already_loaded: Set[str] = set()
+        for urlnode in crawled_tree.root_hartree.url_tree.traverse():
+            if not hasattr(urlnode, 'hhhash'):
+                continue
+            if urlnode.hhhash in already_loaded:
+                # Only add cookie name once / capture
+                continue
+            already_loaded.add(urlnode.hhhash)
+            pipeline.zincrby('hhhashes', 1, urlnode.hhhash)
+            pipeline.sadd(f'hhhashes|{urlnode.hhhash}|captures', f'{crawled_tree.uuid}|{urlnode.uuid}')
+        pipeline.execute()
+
     # ###### URLs and Domains ######
 
     @property
@@ -240,15 +305,13 @@ class Indexing():
             pipeline.zincrby('urls', 1, urlnode.name)
             # set of all captures with this URL
             # We need to make sure the keys in redis aren't too long.
-            m = hashlib.md5()
-            m.update(urlnode.name.encode())
-            pipeline.sadd(f'urls|{m.hexdigest()}|captures', crawled_tree.uuid)
+            md5 = hashlib.md5(urlnode.name.encode()).hexdigest()
+            pipeline.sadd(f'urls|{md5}|captures', crawled_tree.uuid)
         pipeline.execute()
 
     def get_captures_url(self, url: str) -> Set[str]:
-        m = hashlib.md5()
-        m.update(url.encode())
-        return self.redis.smembers(f'urls|{m.hexdigest()}|captures')
+        md5 = hashlib.md5(url.encode()).hexdigest()
+        return self.redis.smembers(f'urls|{md5}|captures')
 
     def get_captures_hostname(self, hostname: str) -> Set[str]:
         return self.redis.smembers(f'hostnames|{hostname}|captures')

lookyloo/lookyloo.py

@@ -974,6 +974,15 @@ class Lookyloo():
                    for domain, freq in self.indexing.get_cookie_domains(cookie_name)]
         return captures, domains
 
+    def get_hhh_investigator(self, hhh: str, /) -> List[Tuple[str, str, str]]:
+        '''Returns all the captures related to a cookie name entry, used in the web interface.'''
+        all_captures = dict(self.indexing.get_http_headers_hashes_captures(hhh))
+        cached_captures = self.sorted_capture_cache([entry for entry in all_captures])
+        captures = [(cache.uuid,
+                     self.get_urlnode_from_tree(cache.uuid, all_captures[cache.uuid]).hostnode_uuid,
+                     cache.title) for cache in cached_captures]
+        return captures
+
     def hash_lookup(self, blob_hash: str, url: str, capture_uuid: str) -> Tuple[int, Dict[str, List[Tuple[str, str, str, str, str]]]]:
         '''Search all the captures a specific hash was seen.
         If a URL is given, it splits the results if the hash is seen on the same URL or an other one.

poetry.lock

@@ -2,98 +2,98 @@
 
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 ]
 
 [package.dependencies]
@@ -482,13 +482,13 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.1.5"
+version = "8.1.6"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -927,13 +927,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "gunicorn"
-version = "21.0.1"
+version = "21.2.0"
 description = "WSGI HTTP Server for UNIX"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [package.dependencies]
@@ -958,27 +958,25 @@ files = [
 
 [[package]]
 name = "har2tree"
-version = "1.21.0"
+version = "1.21.1"
 description = "HTTP Archive (HAR) to ETE Toolkit generator"
 optional = false
 python-versions = ">=3.8,<3.12"
 files = [
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 ]
 
 [package.dependencies]
-beautifulsoup4 = ">=4.12.2,<5.0.0"
+beautifulsoup4 = {version = ">=4.12.2,<5.0.0", extras = ["lxml"]}
 charset-normalizer = ">=2,<4"
 ete3 = ">=3.1.3,<4.0.0"
 filetype = ">=1.2.0,<2.0.0"
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 numpy = [
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     {version = ">=1.23.4,<2.0.0", markers = "python_version >= \"3.10\""},
 ]
-publicsuffixlist = ">=0.10.0.20230617,<0.11.0.0"
-six = ">=1.16.0,<2.0.0"
+publicsuffixlist = ">=0.10.0.20230719,<0.11.0.0"
 w3lib = ">=2.1.1,<3.0.0"
 
 [package.extras]
@@ -1301,13 +1299,13 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.6.1"
+version = "2023.7.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2004,13 +2002,13 @@ files = [
 
 [[package]]
 name = "publicsuffixlist"
-version = "0.10.0.20230711"
+version = "0.10.0.20230719"
 description = "publicsuffixlist implement"
 optional = false
 python-versions = ">=2.6"
 files = [
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 ]
 
 [package.extras]
@@ -2216,20 +2214,20 @@ docs = ["Sphinx (>=7.0.1,<8.0.0)"]
 
 [[package]]
 name = "pymisp"
-version = "2.4.172"
+version = "2.4.173"
 description = "Python API for MISP."
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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 [package.dependencies]
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-jsonschema = ">=4.17.3,<5.0.0"
-lief = {version = ">=0.13.1,<0.14.0", optional = true, markers = "extra == \"fileobjects\""}
-publicsuffixlist = ">=0.10.0.20230608,<0.11.0.0"
+jsonschema = ">=4.18.0,<5.0.0"
+lief = {version = ">=0.13.2,<0.14.0", optional = true, markers = "extra == \"fileobjects\""}
+publicsuffixlist = ">=0.10.0.20230702,<0.11.0.0"
 pydeep2 = {version = ">=0.5.1,<0.6.0", optional = true, markers = "extra == \"fileobjects\""}
 pyfaup = {version = ">=1.2,<2.0", optional = true, markers = "extra == \"url\""}
 python-dateutil = ">=2.8.2,<3.0.0"
@@ -2238,9 +2236,9 @@ requests = ">=2.31.0,<3.0.0"
 
 [package.extras]
 brotli = ["urllib3[brotli]"]
-docs = ["recommonmark (>=0.7.1,<0.8.0)", "sphinx-autodoc-typehints (>=1.23.0,<2.0.0)"]
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-fileobjects = ["lief (>=0.13.1,<0.14.0)", "pydeep2 (>=0.5.1,<0.6.0)", "python-magic (>=0.4.27,<0.5.0)"]
+docs = ["recommonmark (>=0.7.1,<0.8.0)", "sphinx-autodoc-typehints (>=1.23.3,<2.0.0)"]
+email = ["RTFDE (>=0.0.2,<0.0.3)", "extract_msg (>=0.41.5,<0.42.0)", "oletools (>=0.60.1,<0.61.0)"]
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 openioc = ["beautifulsoup4 (>=4.12.2,<5.0.0)"]
 pdfexport = ["reportlab (>=4.0.4,<5.0.0)"]
 url = ["pyfaup (>=1.2,<2.0)"]
@@ -2383,13 +2381,13 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 
 [[package]]
 name = "referencing"
-version = "0.29.3"
+version = "0.30.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2550,108 +2548,108 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.8.11"
+version = "0.9.2"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "rpds_py-0.9.2-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:c27ee01a6c3223025f4badd533bea5e87c988cb0ba2811b690395dfe16088cfe"},
+    {file = "rpds_py-0.9.2.tar.gz", hash = "sha256:8d70e8f14900f2657c249ea4def963bed86a29b81f81f5b76b5a9215680de945"},
 ]
 
 [[package]]
@@ -2782,35 +2780,35 @@ types-html5lib = "*"
 
 [[package]]
 name = "types-deprecated"
-version = "1.2.9.2"
+version = "1.2.9.3"
 description = "Typing stubs for Deprecated"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-Deprecated-1.2.9.2.tar.gz", hash = "sha256:91616fd6745f8bf2d457fbbbefd14cde43838e9f00a04b5a0eae4fc1f7bbc697"},
-    {file = "types_Deprecated-1.2.9.2-py3-none-any.whl", hash = "sha256:327783e137353b0ef9cf47a8cd4b1c0b8ae72f6554eb25820783c6a81a3d556f"},
+    {file = "types-Deprecated-1.2.9.3.tar.gz", hash = "sha256:ef87327adf3e3c4a4c7d8e06e58f6476710d3466ecfb53c49efb080804a70ef3"},
+    {file = "types_Deprecated-1.2.9.3-py3-none-any.whl", hash = "sha256:24da9210763e5e1b3d0d4f6f8bba9ad3bb6af3fe7f6815fc37e3ede4681704f5"},
 ]
 
 [[package]]
 name = "types-html5lib"
-version = "1.1.11.14"
+version = "1.1.11.15"
 description = "Typing stubs for html5lib"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-html5lib-1.1.11.14.tar.gz", hash = "sha256:091e9e74e0ee37c93fd789a164e99b2af80ecf5a314280450c6a763d027ea209"},
-    {file = "types_html5lib-1.1.11.14-py3-none-any.whl", hash = "sha256:758c1a27f3b63363a346f3646be9f8b1f25df4fc1f96f88af6d1d831f24ad675"},
+    {file = "types-html5lib-1.1.11.15.tar.gz", hash = "sha256:80e1a2062d22a3affe5c28d97da30bffbf3a076d393c80fc6f1671216c1bd492"},
+    {file = "types_html5lib-1.1.11.15-py3-none-any.whl", hash = "sha256:16fe936d99b9f7fc210e2e21a2aed1b6bbbc554ad8242a6ef75f6f2bddb27e58"},
 ]
 
 [[package]]
 name = "types-pillow"
-version = "10.0.0.1"
+version = "10.0.0.2"
 description = "Typing stubs for Pillow"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-Pillow-10.0.0.1.tar.gz", hash = "sha256:834a07a04504f8bf37936679bc6a5802945e7644d0727460c0c4d4307967e2a3"},
-    {file = "types_Pillow-10.0.0.1-py3-none-any.whl", hash = "sha256:be576b67418f1cb3b93794cf7946581be1009a33a10085b3c132eb0875a819b4"},
+    {file = "types-Pillow-10.0.0.2.tar.gz", hash = "sha256:fe09380ab22d412ced989a067e9ee4af719fa3a47ba1b53b232b46514a871042"},
+    {file = "types_Pillow-10.0.0.2-py3-none-any.whl", hash = "sha256:29d51a3ce6ef51fabf728a504d33b4836187ff14256b2e86996d55c91ab214b1"},
 ]
 
 [[package]]
@@ -2826,13 +2824,13 @@ files = [
 
 [[package]]
 name = "types-pyopenssl"
-version = "23.2.0.1"
+version = "23.2.0.2"
 description = "Typing stubs for pyOpenSSL"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-pyOpenSSL-23.2.0.1.tar.gz", hash = "sha256:beeb5d22704c625a1e4b6dc756355c5b4af0b980138b702a9d9f932acf020903"},
-    {file = "types_pyOpenSSL-23.2.0.1-py3-none-any.whl", hash = "sha256:0568553f104466f1b8e0db3360fbe6770137d02e21a1a45c209bf2b1b03d90d4"},
+    {file = "types-pyOpenSSL-23.2.0.2.tar.gz", hash = "sha256:6a010dac9ecd42b582d7dd2cc3e9e40486b79b3b64bb2fffba1474ff96af906d"},
+    {file = "types_pyOpenSSL-23.2.0.2-py3-none-any.whl", hash = "sha256:19536aa3debfbe25a918cf0d898e9f5fbbe6f3594a429da7914bf331deb1b342"},
 ]
 
 [package.dependencies]
@@ -2840,13 +2838,13 @@ cryptography = ">=35.0.0"
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.8.19.13"
+version = "2.8.19.14"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-python-dateutil-2.8.19.13.tar.gz", hash = "sha256:09a0275f95ee31ce68196710ed2c3d1b9dc42e0b61cc43acc369a42cb939134f"},
-    {file = "types_python_dateutil-2.8.19.13-py3-none-any.whl", hash = "sha256:0b0e7c68e7043b0354b26a1e0225cb1baea7abb1b324d02b50e2d08f1221043f"},
+    {file = "types-python-dateutil-2.8.19.14.tar.gz", hash = "sha256:1f4f10ac98bb8b16ade9dbee3518d9ace017821d94b057a425b069f834737f4b"},
+    {file = "types_python_dateutil-2.8.19.14-py3-none-any.whl", hash = "sha256:f977b8de27787639986b4e28963263fd0e5158942b3ecef91b9335c130cb1ce9"},
 ]
 
 [[package]]
@@ -2862,13 +2860,13 @@ files = [
 
 [[package]]
 name = "types-redis"
-version = "4.6.0.2"
+version = "4.6.0.3"
 description = "Typing stubs for redis"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-redis-4.6.0.2.tar.gz", hash = "sha256:d0efcd96f65fd2036437c29d8c12566cfdc549345d73eddacb0488b81aff9f9e"},
-    {file = "types_redis-4.6.0.2-py3-none-any.whl", hash = "sha256:a98f3386f44d045057696f3efc8869c53dda0060610e0fe3d8a4d391e2a8916a"},
+    {file = "types-redis-4.6.0.3.tar.gz", hash = "sha256:efdef37dc0c04bf5786195651fd694f8bfdd693eac09ec4af46d90f72652558f"},
+    {file = "types_redis-4.6.0.3-py3-none-any.whl", hash = "sha256:67c44c14369c33c2a300da2a50b5607c0fc888f7b85eeb7c73e15c78a0f05edd"},
 ]
 
 [package.dependencies]
@@ -2877,13 +2875,13 @@ types-pyOpenSSL = "*"
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.1"
+version = "2.31.0.2"
 description = "Typing stubs for requests"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-requests-2.31.0.1.tar.gz", hash = "sha256:3de667cffa123ce698591de0ad7db034a5317457a596eb0b4944e5a9d9e8d1ac"},
-    {file = "types_requests-2.31.0.1-py3-none-any.whl", hash = "sha256:afb06ef8f25ba83d59a1d424bd7a5a939082f94b94e90ab5e6116bd2559deaa3"},
+    {file = "types-requests-2.31.0.2.tar.gz", hash = "sha256:6aa3f7faf0ea52d728bb18c0a0d1522d9bfd8c72d26ff6f61bfc3d06a411cf40"},
+    {file = "types_requests-2.31.0.2-py3-none-any.whl", hash = "sha256:56d181c85b5925cbc59f4489a57e72a8b2166f18273fd8ba7b6fe0c0b986f12a"},
 ]
 
 [package.dependencies]
@@ -2891,13 +2889,13 @@ types-urllib3 = "*"
 
 [[package]]
 name = "types-urllib3"
-version = "1.26.25.13"
+version = "1.26.25.14"
 description = "Typing stubs for urllib3"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-urllib3-1.26.25.13.tar.gz", hash = "sha256:3300538c9dc11dad32eae4827ac313f5d986b8b21494801f1bf97a1ac6c03ae5"},
-    {file = "types_urllib3-1.26.25.13-py3-none-any.whl", hash = "sha256:5dbd1d2bef14efee43f5318b5d36d805a489f6600252bb53626d4bfafd95e27c"},
+    {file = "types-urllib3-1.26.25.14.tar.gz", hash = "sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f"},
+    {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
 ]
 
 [[package]]
@@ -2953,13 +2951,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.0.3"
+version = "2.0.4"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.3-py3-none-any.whl", hash = "sha256:48e7fafa40319d358848e1bc6809b208340fafe2096f1725d05d67443d0483d1"},
-    {file = "urllib3-2.0.3.tar.gz", hash = "sha256:bee28b5e56addb8226c96f7f13ac28cb4c301dd5ea8a6ca179c0b9835e032825"},
+    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
+    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
 ]
 
 [package.extras]
@@ -3230,4 +3228,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.12"
-content-hash = "679cd82ca616e89e1a1ab08b492caa966b3bf8f2464a4898a463f094714dba3a"
+content-hash = "bea06994ce4e44f8fc02865b6d5dc1c35ae0ac21d7cbaa54c70f31f49e49a56a"

pyproject.toml

@@ -38,7 +38,7 @@ start_website = "bin.start_website:main"
 python = ">=3.8,<3.12"
 requests = "^2.31.0"
 flask = "^2.3.2"
-gunicorn = "^21.0.1"
+gunicorn = "^21.2.0"
 charset-normalizer = "^3.2.0"
 redis = {version = "^4.6.0", extras = ["hiredis"]}
 beautifulsoup4 = "^4.12.2"
@@ -50,7 +50,7 @@ pysanejs = "^2.0.1"
 pylookyloo = "^1.21.0"
 dnspython = "^2.4.0"
 pytaxonomies = "^1.5.0"
-pymisp = {version = "^2.4.172", extras = ["url", "fileobjects"]}
+pymisp = {version = "^2.4.173", extras = ["url", "fileobjects"]}
 Pillow = "^10.0.0"
 flask-restx = "^1.1.0"
 rich = "^13.4.2"
@@ -60,7 +60,7 @@ pyhashlookup = "^1.2.1"
 lief = "^0.13.2"
 ua-parser = "^0.18.0"
 Flask-Login = "^0.6.2"
-har2tree = "^1.21.0"
+har2tree = "^1.21.1"
 passivetotal = "^2.5.9"
 werkzeug = "^2.3.6"
 filetype = "^1.2.0"
@@ -68,7 +68,7 @@ pypandora = "^1.5.0"
 lacuscore = "^1.6.2"
 pylacus = "^1.6.0"
 pyipasnhistory = "^2.1.2"
-publicsuffixlist = "^0.10.0.20230711"
+publicsuffixlist = "^0.10.0.20230719"
 pyfaup = "^1.2"
 chardet = "^5.1.0"
 pysecuritytxt = "^1.1.1"
@@ -81,13 +81,13 @@ ipython = [
     {version = "<8.13.0", python = "<3.9"},
     {version = "^8.13.0", python = ">=3.9"}
 ]
-types-redis = {version = "^4.6.0.2"}
-types-requests = "^2.31.0.1"
+types-redis = {version = "^4.6.0.3"}
+types-requests = "^2.31.0.2"
 types-pkg-resources = "^0.1.3"
-types-Deprecated = "^1.2.9.2"
-types-python-dateutil = "^2.8.19.13"
+types-Deprecated = "^1.2.9.3"
+types-python-dateutil = "^2.8.19.14"
 types-beautifulsoup4 = "^4.12.0.5"
-types-Pillow = "^10.0.0.1"
+types-Pillow = "^10.0.0.2"
 types-pytz = "^2023.3.0.0"
 
 [build-system]

website/web/__init__.py

@@ -119,6 +119,7 @@ def logout():
 # Config
 
 lookyloo: Lookyloo = Lookyloo()
+indexing: Indexing = Indexing()
 
 time_delta_on_index = get_config('generic', 'time_delta_on_index')
 blur_screenshot = get_config('generic', 'enable_default_blur_screenshot')
@@ -903,19 +904,25 @@ def index_hidden():
 
 @app.route('/cookies', methods=['GET'])
 def cookies_lookup():
-    i = Indexing()
-    cookies_names = [(name, freq, i.cookies_names_number_domains(name)) for name, freq in i.cookies_names]
+    cookies_names = [(name, freq, indexing.cookies_names_number_domains(name))
+                     for name, freq in indexing.cookies_names]
     return render_template('cookies.html', cookies_names=cookies_names)
 
 
+@app.route('/hhhashes', methods=['GET'])
+def hhhashes_lookup():
+    hhhashes = [(hhh, freq, indexing.http_headers_hashes_number_captures(hhh))
+                for hhh, freq in indexing.http_headers_hashes]
+    return render_template('hhhashes.html', hhhashes=hhhashes)
+
+
 @app.route('/ressources', methods=['GET'])
 def ressources():
-    i = Indexing()
     ressources = []
-    for h, freq in i.ressources:
-        domain_freq = i.ressources_number_domains(h)
+    for h, freq in indexing.ressources:
+        domain_freq = indexing.ressources_number_domains(h)
         context = lookyloo.context.find_known_content(h)
-        capture_uuid, url_uuid, hostnode_uuid = i.get_hash_uuids(h)
+        capture_uuid, url_uuid, hostnode_uuid = indexing.get_hash_uuids(h)
         try:
             ressource = lookyloo.get_ressource(capture_uuid, url_uuid, h)
         except MissingUUID:
@@ -929,8 +936,7 @@ def ressources():
 
 @app.route('/categories', methods=['GET'])
 def categories():
-    i = Indexing()
-    return render_template('categories.html', categories=i.categories)
+    return render_template('categories.html', categories=indexing.categories)
 
 
 @app.route('/rebuild_all')
@@ -1160,6 +1166,12 @@ def cookies_name_detail(cookie_name: str):
     return render_template('cookie_name.html', cookie_name=cookie_name, domains=domains, captures=captures)
 
 
+@app.route('/hhhdetails/<string:hhh>', methods=['GET'])
+def hhh_detail(hhh: str):
+    captures = lookyloo.get_hhh_investigator(hhh.strip())
+    return render_template('hhh_details.html', hhh=hhh, captures=captures)
+
+
 @app.route('/body_hashes/<string:body_hash>', methods=['GET'])
 def body_hash_details(body_hash: str):
     from_popup = True if (request.args.get('from_popup') and request.args.get('from_popup') == 'True') else False

website/web/templates/hhh_details.html

@@ -0,0 +1,17 @@
+{% extends "main.html" %}
+
+{% from 'bootstrap5/utils.html' import render_messages %}
+
+{% block title %}{{ hhh }}{% endblock %}
+
+{% block content %}
+  <center>
+      <h2>{{ hhh }}</h2>
+  </center>
+  <p>The same HTTP Headers Hash was seen in these captures:</p>
+  <ul>
+  {% for capture_uuid, hostnode_uuid, title in captures %}
+    <li><a href="{{ url_for('tree', tree_uuid=capture_uuid, node_uuid=hostnode_uuid) }}">{{ title }}</a></li>
+  {% endfor %}
+  </ul>
+{% endblock %}

website/web/templates/hhhashes.html

@@ -0,0 +1,41 @@
+{% extends "main.html" %}
+
+{% from 'bootstrap5/utils.html' import render_messages %}
+
+{% block title %}HTTP Headers Hashes lookup{% endblock %}
+
+{% block scripts %}
+{{ super() }}
+<script type="text/javascript">
+    $('#table').DataTable( {
+        "order": [[ 1, "desc" ]],
+        "pageLength": 500
+    });
+</script>
+
+{% endblock %}
+
+{% block content %}
+  <div class="table-responsive-sm">
+  <table id="table" class="table">
+    <thead>
+     <tr>
+       <th>HH Hash</th>
+       <th style="width:10%">Frequency</th>
+       <th style="width:10%">Number of captures</th>
+     </tr>
+    </thead>
+    <tbody>
+      {% for hhh, freq, number_captures in hhhashes %}
+      <tr>
+        <td >
+          <a href="{{ url_for('hhh_detail', hhh=hhh) }}">{{ hhh }}</a>
+        </td>
+        <td>{{ freq }}</td>
+        <td>{{ number_captures }}</td>
+      </tr>
+      {% endfor %}
+    </tbody>
+  </table>
+  </div>
+{% endblock %}