At Google Threat Intelligence, threats are modeled as "collections". This tool retrieves them from the platform.

They have different collections types like:

• "malware-family"

• "threat-actor"

• "campaign"

• "report"

• "collection".

You can find the collection type in the "collection_type" field.

Args: id (required): Google Threat Intelligence identifier. Returns: A collection object. Put attention to the collection type to correctly understand what it represents.

Retrieve entities related to the the given collection ID.

The following table shows a summary of available relationships for collection objects.

Note on descriptors_only: When True, returns basic descriptors. When False, returns detailed attributes. IMPORTANT: descriptors_only must be False for the 'attack_techniques' relationship.

Args: id (required): Collection identifier. relationship_name (required): Relationship name. limit (optional): Limit the number of collections to retrieve. 10 by default. descriptors_only (optional)): Bool. Default True. Must be False when the target object type is 'attack_techniques'. Returns: List of objects related to the collection.

Search threats in the Google Threat Intelligence platform.

Threats are modeled as collections. Once you get collections from this tool, you can use get_collection_report to fetch the full reports and their relationships.

IMPORTANT CONTEXT CLUE: Pay close attention to the user's request. If their request mentions specific kinds of threats such as "threat actor", "malware family", "campaign", "report", or "vulnerability", treat this as a strong signal that you must use the collection_type filter in your query to ensure relevant results. Using this filter significantly improves search precision.

Filtering by Type: To filter your search results to a specific type of threat, include the collection_type modifier within your query string. Syntax: collection_type:"<type>" Available <type> values:

• "threat-actor": Use when the user asks about specific actors, groups, or APTs.

• "malware-family": Use when the user asks about malware, trojans, viruses, ransomware families.

• "software-toolkit": Use when the user asks about legit tools usually related to malware.

• "campaign": Use when the user asks about specific attack campaigns.

• "report": Use when the user is looking for analysis reports.

• "vulnerability": Use when the user asks about specific CVEs or vulnerabilities.

• "collection": A generic type, use only if no other type fits or if the user explicitly asks for generic "collections".

You can use order_by to sort the results by: "relevance", "creation_date". You can use the sign "+" to make it order ascending, or "-" to make it descending. By default is "relevance-"

When asked for latest threats, prioritize campaigns or vulnerabilities over reports.

Args: query (required): Search query to find threats. collection_type: Filter your search results to a specific type of threat limit: Limit the number of threats to retrieve. 5 by default. order_by: Order results by the given order key. "relevance-" by default.

Returns: List of collections, aka threats. They are full collection objects, you do not need to retrieve themusing the get_collection_reporttool. You may need to extend with relationships usingget_entities_related_to_a_collection` tool.

Search threat campaigns in the Google Threat Intelligence platform.

Campaigns are modeled as collections. Once you get collections from this tool, you can use get_collection_report to fetch the full reports and their relationships.

You can use order_by to sort the results by: "relevance", "creation_date". You can use the sign "+" to make it order ascending, or "-" to make it descending. By default is "relevance-"

Args: query (required): Search query to find threats. limit: Limit the number of threats to retrieve. 10 by default. order_by: Order results by the given order key. "relevance-" by default.

Returns: List of collections, aka threats.

Search threat actors in the Google Threat Intelligence platform.

Threat actors are modeled as collections. Once you get collections from this tool, you can use get_collection_report to fetch the full reports and their relationships.

You can use order_by to sort the results by: "relevance", "creation_date". You can use the sign "+" to make it order ascending, or "-" to make it descending. By default is "relevance-"

Args: query (required): Search query to find threats. limit: Limit the number of threats to retrieve. 10 by default. order_by: Order results by the given order key. "relevance-" by default.

Returns: List of collections, aka threats.

Search malware families in the Google Threat Intelligence platform.

Malware families are modeled as collections. Once you get collections from this tool, you can use get_collection_report to fetch the full reports and their relationships.

You can use order_by to sort the results by: "relevance", "creation_date". You can use the sign "+" to make it order ascending, or "-" to make it descending. By default is "relevance-"

Args: query (required): Search query to find threats. limit: Limit the number of threats to retrieve. 10 by default. order_by: Order results by the given order key. "relevance-" by default.

Returns: List of collections, aka threats.

Search software toolkits (or just tools) in the Google Threat Intelligence platform.

Software toolkits are modeled as collections. Once you get collections from this tool, you can use get_collection_report to fetch the full reports and their relationships.

You can use order_by to sort the results by: "relevance", "creation_date". You can use the sign "+" to make it order ascending, or "-" to make it descending. By default is "relevance-"

Args: query (required): Search query to find threats. limit: Limit the number of threats to retrieve. 10 by default. order_by: Order results by the given order key. "relevance-" by default.

Returns: List of collections, aka threats.

Search threat reports in the Google Threat Intelligence platform.

Google Threat Intelligence provides continuously updated reports and analysis of threat actors, campaigns, vulnerabilities, malware, and tools

Threat reports are modeled as collections. Once you get collections from this tool, you can use get_collection_report to fetch the full reports and their relationships.

You can use order_by to sort the results by: "relevance", "creation_date". You can use the sign "+" to make it order ascending, or "-" to make it descending. By default is "relevance-"

Args: query (required): Search query to find threats. limit: Limit the number of threats to retrieve. 10 by default. order_by: Order results by the given order key. "relevance-" by default.

Returns: List of collections, aka threats.

Search vulnerabilities (CVEs) in the Google Threat Intelligence platform.

Vulnerabilities are modeled as collections. Once you get collections from this tool, you can use get_collection_report to fetch the full reports and their relationships.

You can use order_by to sort the results by: "relevance", "creation_date". You can use the sign "+" to make it order ascending, or "-" to make it descending. By default is "relevance-"

Args: query (required): Search query to find threats. limit: Limit the number of threats to retrieve. 10 by default. order_by: Order results by the given order key. "relevance-" by default.

Returns: List of collections, aka threats.

Retrieves timeline events from the given collection, when available.

This is super valuable curated information produced by security analysits at Google Threat Intelligence.

We should fetch this information for campaigns and threat actors always.

It's common to display the events grouped by the "event_category" field.

Args: id (required): Collection identifier Return: List of events related to the given collection.

Retrieves the Mitre tactics and techniques associated with a threat.

Args: id (required): Collection identifiers. Return: A dictionary including the tactics and techniques associated to the given threat.

Creates a new collection in Google Threat Intelligence. Ask for the collection's privacy (public or private) if the user doesn't specify.

Args: name (required): The name of the collection. description (required): A description of the collection. iocs (required): Indicators of Compromise (IOCs) to include in the collection. The items in the list can be domains, files, ip_addresses, or urls. At least one IOC must be provided. private: Indicates whether the collection should be private. Returns: A dictionary representing the newly created collection.

Allows updating a collection's attributes (such as name or description) Args: id (required): The ID of the collection to update. attributes: Available attributes in a collection: * name: string * description: string * private: boolean * tags: array of strings * alt_names: array of strings Returns: A dictionary representing the updated collection.

Updates (add or remove) Indicators of Compromise (IOCs) to a collection. Args: id (required): The ID of the collection to update. relationship (required): The type of relationship to add. Can be "domains", "files", "ip_addresses", or "urls". iocs (required): List of IOCs to add to the collection. For "urls", these are the full URLs. For other types, they are the identifiers (hashes for files, domain names for domains, etc.). operation (required): The operation to perform. Can be "add" or "remove".

Returns: A string indicating the success or failure of the operation.

Retrieves Indicators of Compromise (IOCs) from a collection that match a specific feature.

This tool allows pivoting from a commonality to the specific IOCs within a collection that exhibit that feature. Commonalities are shared characteristics and hidden relationships between various Indicators of Compromise (e.g., files, URLs, domains, IPs).

Available feature types by entity type: Files:

• android_certificates, android_main_activities, android_package_names, attributions, behash, collections, compressed_parents, contacted_domains, contacted_ips, contacted_urls, crowdsourced_ids_results, crowdsourced_yara_results, elfhash, email_parents, embedded_domains, embedded_ips, embedded_urls, execution_parents, imphash, itw_domains, itw_urls, mutexes_created, mutexes_opened, pcap_parents, registry_keys_deleted, registry_keys_opened, registry_keys_set, tags, vhash, file_types, crowdsourced_sigma_results, deb_info_packages, debug_codeview_guids, debug_codeview_names, debug_timestamps, dropped_files_path, dropped_files_sha256, elfinfo_exports, elfinfo_imports, exiftool_authors, exiftool_companies, exiftool_create_dates, exiftool_creators, exiftool_last_modified, exiftool_last_printed, exiftool_producers, exiftool_subjects, exiftool_titles, filecondis_dhash, main_icon_dhash, main_icon_raw_md5, netassembly_mvid, nsrl_info_filenames, office_application_names, office_authors, office_creation_datetimes, office_last_saved, office_macro_names, permhash, pe_info_imports, pe_info_exports, pe_info_section_md5, pe_info_section_names, pwdinfo_values, sandbox_verdicts, signature_info_comments, signature_info_copyrights, signature_info_descriptions, signature_info_identifiers, signature_info_internal_names, signature_info_original_names, signature_info_products, symhash, trusted_verdict_filenames, rich_pe_header_hash, telfhash, tlshhash, email_senders, email_subjects, popular_threat_category, popular_threat_name, suggested_threat_label, attack_techniques, malware_config_family_name, malware_config_campaign_id, malware_config_campaign_group, malware_config_dga_seed, malware_config_dns_server, malware_config_service, malware_config_registry_key, malware_config_event, malware_config_pipe, malware_config_mutex, malware_config_folder, malware_config_file, malware_config_process_inject_target, malware_config_crypto_key, malware_config_displayed_message, malware_config_c2_url, malware_config_download_url, malware_config_misc_url, malware_config_decoy_url, malware_config_c2_user_agent, malware_config_download_user_agent, malware_config_misc_user_agent, malware_config_decoy_user_agent, malware_config_c2_password, malware_config_misc_username, malware_config_misc_password, malware_config_host_port, malware_config_dropped_file, malware_config_dropped_file_path, malware_config_registry_value, malware_config_download_password, malware_config_c2_username, malware_config_download_username, malware_config_exfiltration_username, malware_config_exfiltration_password, malware_config_exfiltration_url, malware_config_exfiltration_user_agent, malware_config_pivot_hash, memory_pattern_urls

Domains:

• attributions, collections, communicating_files, downloaded_files, favicon_dhash, favicon_raw_md5, urls, registrant_names

IP Addresses:

• attributions, collections, communicating_files, downloaded_files, urls

URLs:

• attributions, http_response_contents, collections, contacted_domains, communicating_files, cookie_names, cookie_values, downloaded_files, domains, embedded_js, favicon_dhash, favicon_raw_md5, html_titles, ip_addresses, memory_patterns, outgoing_links, path, prefix_paths, suffix_paths, ports, users, passwords, user_passwords, query_strings, query_param_keys, query_param_values, query_param_key_values, referring_files, tags, tracker_ids

Args: collection_id (required): The ID of the collection to search within. feature_type (required): The type of feature to search for (e.g., 'attack_techniques'). feature_id (required): The specific value of the feature (e.g., 'T1497.001'). entity_type (required): search_space (required): The scope of the search. Use 'collection' to search only within the specified collection, or 'corpus' to search across the entire VirusTotal dataset. entity_type_plural (required): The plural of 'entity_type'. descriptors_only (optional): Returns only the descriptors. Returns: A dictionary containing the list of matching IOCs.

Retrieve the common characteristics or features (attributes / relationships) of the indicators of compromise (IoC) within a collection, identified by its ID. Args: collection_id (required): Collection identifier. Returns: Markdown-formatted string with the commonalities of the collection.

Retrieve top N community rules and all curated hunting rules for a specific collection.

Note: The rule_types argument filters the types of rules returned. Available types are:

• 'crowdsourced_ids'

• 'crowdsourced_sigma'

• 'crowdsourced_yara'

• 'curated_yara_rule' If rule_types is not provided, all types are returned.

Example:

• rule_types=['crowdsourced_yara']: Only crowdsourced YARA rules.

• rule_types=['crowdsourced_ids', 'curated_yara_rule']: Crowdsourced IDS and curated YARA rules.

Args: collection_id (required): The ID of the collection. top_n (optional): The number of top community rules to return from each category. Defaults to 4. rule_types (optional): List of rule types to fetch.

Returns: A list of dictionaries, where each dictionary contains a rule and its metadata, or an error dictionary.

Get a comprehensive file analysis report using its hash (MD5/SHA-1/SHA-256).

Returns a concise summary of key threat details including detection stats, threat classification, and important indicators. Parameters: hash (required): The MD5, SHA-1, or SHA-256 hash of the file to analyze. Example: '8ab2cf...', 'e4d909c290d0...', etc.

Retrieve entities related to the the given file hash.

The following table shows a summary of available relationships for file objects.

Args: hash (required): MD5/SHA1/SHA256) hash that identifies the file. relationship_name (required): Relationship name. descriptors_only (required): Bool. Must be True when the target object type is one of file, domain, url, ip_address or collection. limit: Limit the number of files to retrieve. 10 by default. Returns: List of objects related to the given file.

Retrieve the file behaviour report of the given file behaviour identifier.

You can get all the file behaviour of a given a file by calling get_entities_related_to_a_file as the file hash and the behaviours as relationship name.

The file behaviour ID is composed using the following pattern: "{file hash}_{sandbox name}".

Args: file_behaviour_id (required): File behaviour ID. Returns: The file behaviour report.

Retrieve a summary of all the file behavior reports from all the sandboxes.

Args: hash (required): MD5/SHA1/SHA256) hash that identifies the file. Returns: The file behavior summary.

Upload and analyse the file in VirusTotal.

The file will be uploaded to VirusTotal and shared with the community.

Args: file_path (required): Path to the file for analysis. Use absolute path. Returns: The analysis report.

Search for historical data in Digital Threat Monitoring (DTM) using Lucene syntax.

Digital theat monitoring is a collection of documents from surface, deep, and dark web sources.

To filter by document type or threat type, include the conditions within the query string using the fields __type and label_threat, respectively. Combine multiple conditions using Lucene boolean operators (AND, OR, NOT).

Examples of filtering in the query:

• Single document type: (__type:forum_post) AND (body:security)

• Multiple document types: (__type:(forum_post OR paste)) AND (body:security)

• Single threat type: (label_threat:information-security/malware) AND (body:exploit)

• Multiple threat types: (label_threat:(information-security/malware OR information-security/phishing)) AND (body:exploit)

• Combined: (__type:document_analysis) AND (label_threat:information-security/information-leak/credentials) AND (body:password)

Important Considerations for Effective Querying:

• Date/Time Filtering (since and until):

• Input parameters since and until filter documents by their creation/modification time.

• These must be strings in RFC3339 format, specifically ending with 'Z' to denote UTC.

• Example: '2025-04-23T00:00:00Z'

• Pagination for More Than 25 Results:

  • A single API call returns at most size results (maximum 25).

  • To retrieve more results, you must paginate:

    1. Make your initial search request.

    2. The response dictionary will contain a key named page.

    3. If this page key holds a non-empty string value, there are more results available.

    4. To fetch the next page, make a subsequent API call. This call MUST include the exact same parameters as your original request (query, size, since, until, doc_type, etc.), PLUS the page parameter set to the token value received in the previous response's page field.

    5. Continue this process, using the new page token from each response, until the page field is absent or empty in the response, indicating the end of the results.

Tokenization:

• DTM breaks documents into tokens.

• Example: "some-domain.com" -> "some", "domain", "com".

• Wildcard/Regex queries match single tokens, not phrases.

Special Characters:

• Escape with : + - & | ! ( ) { } [ ] ^ " ~ * ? : / and space.

• Example: To find "(1+1):2", query (1+1):2

Case Sensitivity:

• DTM entity values are often lowercased.

• Boolean operators (AND, OR, NOT) MUST be UPPERCASE.

Domain Search Nuances:

• Use wildcards/regex on fields like doc.domain.

• Example: doc.domain:google.*.dev

• Avoid pattern searches on group_network.

Performance Limit:

• Searches timeout after 60 seconds.

• For broad or complex queries, it is highly recommended to use the since and until parameters to add time delimiters. This narrows the search scope and helps prevent timeouts.

Noise Reduction:

• Use typed entities for higher precision.

• Example: organization:"Acme Corp"

• Prefer typed entities over free text searches.

The following fields and their meanings can be used to compose a query using Lucene syntax (including combining them with AND, OR, and NOT operators along with parentheses):

• author.identity.name - The handle used by the forum post author

• subject - The subject line of the forum post

• body - The body text of the content

• inet_location.url - What URL content was found

• language - The content language

• title - The title of the web page

• channel.name - The Telegram channel name

• domain - A DNS domain name

• cve - A CVE entry by ID

__type: one of the following

• web_content_publish - General website content

• domain_discovery - Newly discovered domain names

• forum_post - Darkweb forum posts

• message - Chat messages like Telegram

• paste - Paste site content like Pastebin

• shop_listing - Items for sale on the dark web

• email_analysis - Suspicious emails

• tweet - Tweets from Twitter on cybersecurity topics.

• document_analysis - Documents (PDF, Office, text) from VirusTotal, including malicious and corporate confidential files.

label_threat: one of the following

• information-security/anonymization - Anonymization

• information-security/apt - Advanced Persistent Threat

• information-security/botnet - Botnet

• information-security/compromised - Compromised Infrastructure

• information-security/doxing - Personal Information Disclosure

• information-security/exploit - Exploits

• information-security/phishing - Phishing

• information-security/information-leak - Information Leak

• information-security/information-leak/confidential - Confidential Information Leak

• information-security/information-leak/credentials - Credential Leak

• information-security/information-leak/payment-cards - Credit Card Leak

• information-security/malicious-activity - Malicious Activity

• information-security/malicious-infrastructure - Malicious Infrastructure

• information-security/malware - Malware

• information-security/malware/ransomware - Ransomware

• information-security/malware/ransomware-victim-listing - Ransomware Victim Listing

• information-security/security-research - Security Research

• information-security/spam - Spam

Args: query (required): The Lucene-like query string for your document search. size (optional): The number of results to return in each page (0 to 25). Defaults to 10. since (optional): The timestamp to search for documents since (RFC3339 format). until (optional): The timestamp to search for documents from (RFC3339 format). page (optional): The page ID to fetch the page for. This is only used when paginating through pages greater than the first page of results. truncate (optional): The number of characters (as a string) to truncate all documents fields in the response (e.g., '500'). sanitize (optional): If true (default), any HTML content in the document fields are sanitized to remove links, scripts, etc.

Returns: A dictionary containing the list of documents found and search metadata.

Search Indicators of Compromise (IOC) in the Google Threat Intelligence platform.

You can search by for different IOC types using the entity modifier. Below, the different IOC types and the supported orders:

Note: The entity modifier can only be used ONCE per query.

You can find all available modifers at:

• Files: https://gtidocs.virustotal.com/docs/file-search-modifiers

• URLs: https://gtidocs.virustotal.com/docs/url-search-modifiers

• Domains: https://gtidocs.virustotal.com/docs/domain-search-modifiers

• IP Addresses: https://gtidocs.virustotal.com/docs/ip-address-search-modifiers

With integer modifers, use the - and + characters to indicate:

• Greater than: p:60+

• Less than: p:60-

• Equal to: p:60

Args query (required): Search query to find IOCs. limit: Limit the number of IoCs to retrieve. 10 by default. order_by: Order the results. "last_submission_date-" by default.

Returns: List of Indicators of Compromise (IoCs).

Get a Hunting Ruleset object from Google Threat Intelligence.

A Hunting Ruleset object describes a user's hunting ruleset. It may contain multiple Yara rules.

The content of the Yara rules is in the rules attribute.

Some important object attributes:

• creation_date: creation date as UTC timestamp.

• modification_date (int): last modification date as UTC timestamp.

• name (str): ruleset name.

• rule_names (list[str]): contains the names of all rules in the ruleset.

• number_of_rules (int): number of rules in the ruleset.

• rules (str): rule file contents.

• tags (list[str]): ruleset's custom tags.

Args: ruleset_id (required): Hunting ruleset identifier.

Returns: Hunting Ruleset object.

Retrieve entities related to the the given Hunting Ruleset.

The following table shows a summary of available relationships for Hunting ruleset objects.

Args: ruleset_id (required): Hunting ruleset identifier. relationship_name (required): Relationship name. limit: Limit the number of entities to retrieve. 10 by default. Returns: List of objects related to the Hunting ruleset.

Get a comprehensive domain analysis report from Google Threat Intelligence.

Args: domain (required): Domain to analyse. Returns: Report with insights about the domain.

Retrieve entities related to the the given domain.

The following table shows a summary of available relationships for domain objects.

Args: domain (required): Domain to analyse. relationship_name (required): Relationship name. descriptors_only (required): Bool. Must be True when the target object type is one of file, domain, url, ip_address or collection. limit: Limit the number of entities to retrieve. 10 by default. Returns: List of entities related to the domain.

Get a comprehensive IP Address analysis report from Google Threat Intelligence.

Args: ip_address (required): IP Address to analyze. It can be IPv4 or IPv6. Returns: Report with insights about the IP address.

Retrieve entities related to the the given IP Address.

The following table shows a summary of available relationships for IP Address objects.

Args: ip_address (required): IP Addres to analyse. relationship_name (required): Relationship name. descriptors_only (required): Bool. Must be True when the target object type is one of file, domain, url, ip_address or collection. limit: Limit the number of entities to retrieve. 10 by default. Returns: List of entities related to the IP Address.

List your Threat Profiles at Google Threat Intelligence.

Threat Profiles filter all of Google TI's threat intelligence so you can focus only on the threats that matter most to your organization.

Threat Profiles let you apply top-level filters for Target Industries and Target Regions to immediately provide a more focused view of relevant threats.

When searching for threats, we must use this tool first to check if there is any Threat Profile that matches the user query before peforming a general search using the search_threats tool.

Recommendations from Threat Profiles are more relevants to users than generic search threats. Use them as long as they match user's query.

Returns: List of Threat Profiles.

Get Threat Profile object.

A threat profile object contains the following attributes:

• enable_recommendations (bool): whether or not Recommendations automatically generated by our ML are enabled.

• interests (dict): Threat Profile's configured interests such as industries, target regions, source regions, malware roles and actor motivations to recommend the most relevant threats.

  • INTEREST_TYPE_TARGETED_INDUSTRY (list[str]): List of targeted industries.

  • INTEREST_TYPE_TARGETED_REGION (list[str]): list of targeted regions (ISO-3166 country code).

  • INTEREST_TYPE_SOURCE_REGION (list[str]): list of source regions (ISO-3166 country code).

  • INTEREST_TYPE_MALWARE_ROLE (list[str]): list of malware roles.

  • INTEREST_TYPE_ACTOR_MOTIVATION: (list[str]): list of threat actors motivations.

• last_modification_date: Threat Profile's last modification date (UTC timestamp).

• name (str): Threat Profile's name.

• creation_date (int): Threat Profile's creation date (UTC timestamp).

• aliases (list[str]): alternative names by which the threat actor is known.

• description (str): description / context about the threat actor.

• first_seen_date (int): estimated threat actor's first seen date of activity (UTC timestamp).

• last_seen_date (int): estimated threat actor's last seen date of activity (UTC timestamp).

• last_modification_date (int): last time when the threat actor was updated (UTC timestamp).

• related_entities_count (int): estimated number of related IOCs to the threat actor.

• source_region (str): threat actor's source region.

• sponsor_region (str): region sponsoring the threat actor.

• targeted_industries (list[str]): list of industries the threat actor has targeted.

• targeted_regions (list[str]): list of regions the threat actor has targeted.

Args: profile_id (str): Threat Profile identifier at Google Threat Intelligence.

Returns: Threat Profile object.

Returns the list of objects associated to a given Threat Profile.

Each of these objects has one of the following types:

• Threat Actors

• Malware Families

• Software or Toolkits

• Campaigns

• IoC Collections

• Reports

• Vulnerabilities

We can distinguish between two other types of objects based on how they were associated with the Threat Profile:

• Recommended objects are automatically recommended or assigned to a Threat Profile based on our proprietary ML that takes into account the Threat Profile's configured interests such as the targeted industries, target regions, source regions, malware roles and actor motivations to recommend the most relevant threats. These objects are identified by the presence of "source": "SOURCE_RECOMMENDATION" within the "context_attributes" response parameter below.

• Added objects are assigned or added by users to a Threat Profile, when users find other relevant threats not automatically recommended by our ML module. These objects are identified by the presence of "source": "SOURCE_DIRECT_FOLLOW" within the "context_attributes" response parameter below.

  Args: profile_id (str): Threat Profile identifier at Google Threat Intelligence. limit: Limit the number of objects to retrieve. 10 by default.

  Returns: List of Threat (collection) objects identifiers associated to the Threat Profile. Use get_collection_report to retrieve the full objects.

Retrieves the associations timeline for the given Threat Profile.

Some important response attributes:

• event_type (str): the type of the timeline association such as Alias, Motivation, Malware, Actor, Toolkit, Report, Campaign, etc.

• event_entity (str): The name or value of the timeline association.

• first_seen (int): Unix epoch UTC time (seconds) when the association between the object and the threat profile was made.

• last_seen (int): Unix epoch UTC time (seconds) of most recent observed relationship between the object and the threat profile.

• name (str): name of the object directly associated with the threat profile.

• link (str): URL of the object directly associated with the threat profile

Returns: List of dictionaries containing timeline associations.

Get a comprehensive URL analysis report from Google Threat Intelligence.

Args: url (required): URL to analyse. Returns: Report with insights about the URL.

Retrieve entities related to the the given URL.

The following table shows a summary of available relationships for URL objects.

Args: url (required): URL to analyse. relationship_name (required): Relationship name. descriptors_only (required): Bool. Must be True when the target object type is one of file, domain, url, ip_address or collection. limit: Limit the number of objects to retrieve. 10 by default. Returns: List of entities related to the URL.