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Exploring, understanding and monitoring
macOS ac6vity with osquery
Zach Wasserman
Cofounder & Principal Engineer
+
zach @ kolide.com

github.com / zwass

zwass @ osquery Slack
twi@er.com / thezachw
The Problem
• Sysadmins and security folks have a huge number of sources for the data
relevant to their operaCons and decision-making.
• How can we reliably access this data to get an understanding of the system
state in the present moment, and as it changes over Cme?
The Problem
Introducing Osquery
Introducing Osquery
• Open-sourced by Facebook in 2014. SCll supported by a core team at FB.
• 4,367+ commits, 219+ contributors
• Apache 2.0 License
• osquery.io
Osquery Goals
• First class support for macOS/Linux
• Enable non-developers to access and aggregate data across disparate
sources
• Performance/reliability to deploy across corporate and producCon
infrastructure
Unify disparate sources of informa6on
• Flat files (/etc/hosts, /etc/crontab, ~/.ssh/known_hosts, etc.)
• SQLite files (/var/db/SystemPolicy [GateKeeper configuraCon], etc.)
• System APIs (Apple System Log, Keychain, SMC, CoreFoundaCon, etc.)
• ApplicaCon APIs (Docker, Carbon Black, etc.)
• Event-based APIs (FSEvents, OpenBSM, etc.)
• Filesystem (Shared folders, file hashes, permissions, etc.)
• Plists (/Library/Managed Installs/* [Munki data], etc.)
• … And more …
The Power of SQL
account_policy_data
acpi_tables
ad_config
alf
alf_exceptions
alf_explicit_auths
alf_services
app_schemes
apps
apt_sources
arp_cache
asl
augeas
authorization_mechanisms
authorizations
authorized_keys
block_devices
browser_plugins
carbon_black_info
carves
certificates
chrome_extensions
cpu_time
cpuid
crashes
crontab
cups_destinations
cups_jobs
curl
curl_certificate
device_file
device_firmware
device_hash
device_partitions
disk_encryption
disk_events
dns_resolvers
docker_container_labels
docker_container_mounts
docker_container_networks
docker_container_ports
docker_container_processes
docker_container_stats
docker_containers
docker_image_labels
docker_images
docker_info
docker_network_labels
docker_networks
docker_version
docker_volume_labels
docker_volumes
etc_hosts
etc_protocols
etc_services
event_taps
extended_attributes
fan_speed_sensors
file
file_events
firefox_addons
gatekeeper
gatekeeper_approved_apps
groups
hardware_events
hash
homebrew_packages
intel_me_info
interface_addresses
interface_details
iokit_devicetree
iokit_registry
kernel_extensions
kernel_info
kernel_panics
keychain_acls
keychain_items
known_hosts
last
launchd
launchd_overrides
listening_ports
load_average
logged_in_users
magic
managed_policies
mdfind
memory_devices
mounts
nfs_shares
nvram
opera_extensions
os_version
osquery_events
osquery_extensions
osquery_flags
osquery_info
osquery_packs
osquery_registry
osquery_schedule
package_bom
package_install_history
package_receipts
pci_devices
platform_info
plist
power_sensors
preferences
process_envs
process_events
process_memory_map
process_open_files
process_open_sockets
processes
prometheus_metrics
python_packages
quicklook_cache
routes
safari_extensions
sandboxes
shared_folders
sharing_preferences
shell_history
signature
sip_config
smbios_tables
smc_keys
startup_items
sudoers
suid_bin
system_controls
system_info
temperature_sensors
time
time_machine_backups
time_machine_destinations
uptime
usb_devices
user_events
user_groups
user_interaction_events
user_ssh_keys
users
virtual_memory_info
wifi_networks
wifi_status
wifi_survey
xprotect_entries
xprotect_meta
xprotect_reports
yara
yara_events
osquery> SELECT * FROM...
The Power of SQL
• select * from hosts; -- /etc/hosts
• select * from smc_keys; -- SMC
• select * from keychain_items; -- Keychain
• select * from file_events; -- FSEvents
• select * from hash where path = ‘/bin/bash'; -- File hashes
osquery> SELECT u.username, g.gid, g.groupname FROM users u JOIN user_groups
ug USING (uid) JOIN groups g ON ug.gid = g.gid WHERE uid > 500;
Who's using osquery?
Digging In
osqueryi
• CLI and interacCve shell for execuCng queries and viewing results
• Use this as a part of scripts, or for manual exploraCon
• Aher iteraCng on and understanding queries in osqueryi, evolve them to
create monitoring via osqueryd (more later)
osqueryi
osqueryi
osqueryi
osqueryi
osqueryi
How can we interac5vely inves5gate system ac5vity using osqueryi?
osqueryi
osqueryi
osqueryi
osqueryi
osqueryi
Get structured output for scrip5ng
osqueryi
osqueryd
• Schedule queries for conCnuous results
• DifferenCal engine to see how state changes over Cme
• Event-based tables ensure that data is not lost even when queries run on an
interval
osqueryd
{
"schedule": {
"all_apps": {
"query": "SELECT * FROM apps",
"interval": 60
}
}
}
osqueryd
osqueryd
{
"schedule": {
"hardware_events": {
"query": "SELECT * FROM hardware_events",
"interval": 60
}
}
}
osqueryd
What to do with all this power?
What to do with all this power?
Check out the community-sourced query packs
h>p://bit.ly/osx_a>acks_pack
What to do with all this power?
Implement a central management server
h>ps://kolide.com/fleet
What to do with all this power?
Push logs to ELK stack for dashboards, alerCng and archiving
h>p://bit.ly/elk_osquery_poG
What to do with all this power?
CondiConally install sohware using Munki
h>p://bit.ly/osquery_munki_groob
What to do with all this power?
Process/Socket AudiCng, File Integrity Monitoring
h>p://bit.ly/advanced_osquery_clong
What to do with all this power?
Kolide Cloud
h>ps://kolide.com
Join us in osquery Slack
bit.ly/osquery_slack
StackOverflow: #osquery
Thank you!
zach @ kolide.com

github.com / zwass

zwass @ osquery Slack 

twi@er.com / thezachw

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Exploring, understanding and monitoring macOS activity with osquery