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Audit provenance
The Audit reporter transforms records into an Open Provenance Model (OPM) representation.
The table below outlines the key-value annotations that decorate the OPM elements generated.
OPM element | Annotation Key | Annotation Value's semantics | Annotation Value's type | Presence |
---|---|---|---|---|
Agent* | ||||
uid |
operating system identifier of user that ran the program | unsigned integer |
required | |
euid |
operating system identifier of effective user of program | unsigned integer |
required | |
gid |
operating system identifier of user's group when they ran the program | unsigned integer |
required | |
egid |
operating system identifier of effective group of program | unsigned integer |
required | |
suid |
saved identifier when program's effective user has changed | unsigned integer |
optional | |
sgid |
saved identifier when program's effective group has changed | unsigned integer |
optional | |
fsuid |
program's user identifier for filesystem access checks | unsigned integer |
optional | |
fsgid |
program's group identifier for filesystem access checks | unsigned integer |
optional | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem |
string (as enumerated) | required | |
Process | ||||
name |
command used to invoke program | string | optional | |
pid |
operating system process identifier | integer | required | |
ppid |
parent's process identifier | integer | required | |
cwd |
only for process from operation execve , current working directory of user (in the shell when they ran the program) |
string | optional | |
command line |
only for process from operation execve , program name and arguments provided |
string | optional | |
start time |
if known, when the process started (in Unix time). If BEEP unit then refers to the start time of the unit | floating point |
optional | |
unit |
only if BEEP used, unique identifier of unit (with 0 denoting the non-unit part of the process) |
long integer |
optional | |
count |
only if BEEP used and unit ≠0 , number of times entire unit loop ran previously |
long integer |
optional | |
iteration |
only if BEEP used and unit ≠0 , number of times unit loop has iterated |
long integer |
optional | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem beep - if information came from BEEP
|
string (as enumerated) | required | |
Artifact | ||||
subtype |
can be one of: memory - for memory addresses file - for filesystem entities named pipe , unnamed pipe , and unix socket - for inter-process flow network socket - for network flows unknown - underlying artifact can be of subtype file , named pipe , unnamed pipe , unix socket , or network socket
|
string (as enumerated) | required | |
memory address |
only for subtype memory , location in memory |
integer (in hexadecimal) | optional | |
size |
only for subtype memory , length of allocated memory |
hexadecimal integer | optional | |
pid |
only for subtype named pipe , unnamed pipe , or unknown , process that created the artifact |
integer | optional | |
tgid |
only for subtype memory , thread group id for threads sharing memory |
integer | optional | |
path |
only for subtype file , named pipe , or unix socket , location in the local filesystem |
string | optional | |
permissions |
only for subtype file , named pipe , or unix socket , existing permissions in the file system for the artifact |
integer (in octal) | optional | |
version |
only for subtype file , named pipe , unnamed pipe , memory , unix socket , or unknown , how many times it has been written |
integer | optional | |
epoch |
only for subtype file , named pipe , unnamed pipe , unix socket , network socket , or unknown , how many times an artifact has been created at specified path |
integer | optional | |
fd |
only for subtype unknown , descriptor used to access file |
integer | optional | |
read fd |
only for subtype unnamed pipe , descriptor used to read pipe |
integer | optional | |
write fd |
only for subtype unnamed pipe , descriptor used to write pipe |
integer | optional | |
local address |
only for subtype network socket , host from which connection originates |
dotted octet | optional | |
local port |
only for subtype network socket , connection port used at originating host |
unsigned short integer |
optional | |
remote address |
only for subtype network socket , host at which connection terminates |
dotted octet | optional | |
remote port |
only for subtype network socket , connection port used at terminating host |
unsigned short integer |
optional | |
protocol |
can be one of: udp or tcp , only for subtype network socket , connection protocol used |
string (as enumerated) | optional | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem beep - if information came from BEEP
|
string (as enumerated) | required | |
WasControlledBy** | ||||
operation |
can be one of: setuid or setgid - process ownership changed |
string (as enumerated) | optional | |
time |
if known, when the event occurred (in Unix time) | floating point |
optional | |
event id |
if source is /dev/audit , underlying event's identifier |
unsigned integer |
optional | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem |
string (as enumerated) | required | |
WasTriggeredBy | ||||
operation |
can be one of: fork - another independent process was created clone - another process created with shared state execve - child process replaced parent unknown - underlying operation can be of type fork , clone , or execve setuid or setgid - process ownership changed unit - creation of a BEEP unit (by a program loop) unit dependency - a BEEP unit read a memory location written previously by another BEEP unit |
string (as enumerated) | optional | |
time |
if known, when the event occurred (in Unix time) | floating point |
optional | |
event id |
if source is /dev/audit , underlying event's identifier |
unsigned integer |
optional | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem beep - if information came from BEEP
|
string (as enumerated) | required | |
WasGeneratedBy | ||||
operation |
can be one of: create - file was created open - file was opened for writing write - data was transferred to memory, file, or network send - data was transferred from process to network connect - outgoing network connection was established truncate - data at end of file was removed rename (write) - to new file, after renaming link (write) - to new file, after linking mmap (write) - to mapped memory chmod - changed file permissions mprotect - changed memory protection unlink - file was deleted close - file descriptor was closed |
string (as enumerated) | required | |
size |
only for operations write and send , number of bytes transferred |
long integer |
optional | |
mode |
only for operations chmod , open and create , permissions applied to file |
integer (in octal) | optional | |
flags |
only for operations open , and create , flags passed in system call as mentioned in open(2) manpage. Example: O_TRUNCATE|O_RDWR
|
string | optional | |
protection |
only for operations mmap , and mprotect , permissions set for memory location |
hexadecimal integer | optional | |
offset |
only for system calls pwrite , and pwritev , offset in the file where bytes were written |
long | optional | |
time |
if known, when the event occurred (in Unix time) | floating point |
required | |
event id |
if source is /dev/audit , underlying event's identifier |
unsigned integer |
required | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem beep - if information came from BEEP
|
string (as enumerated) | required | |
Used | ||||
operation |
can be one of: open - file was opened for reading read - data was transferred from memory, file, or network recv - data was transferred from network to process accept - incoming network connection was established rename (read) - from original file, before renaming link (read) - from original file, before linking mmap (read) - from mapped file load - dynamic library loaded close - file descriptor was closed |
string (as enumerated) | required | |
size |
only for operations read and recv , number of bytes transferred |
long integer |
optional | |
mode |
only for operation open , permissions applied to file |
integer (in octal) | optional | |
offset |
only for system calls pread , and preadv , offset in the file from where bytes were read |
long | optional | |
time |
if known, when the event occurred (in Unix time) | floating point |
required | |
event id |
if source is /dev/audit , underlying event's identifier |
unsigned integer |
required | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem beep - if information came from BEEP
|
string (as enumerated) | required | |
WasDerivedFrom | ||||
operation |
can be one of: update - the artifact has been modified rename - the same artifact has a new name link - a new name can be used to refer to the old artifact mmap - a file has been mapped into memory |
string (as enumerated) | required | |
pid |
process that performed the operation | integer | optional | |
time |
if known, when the event occurred (in Unix time) | floating point |
required | |
event id |
if source is /dev/audit , underlying event's identifier |
unsigned integer |
required | |
source |
can be one of: /dev/audit - if information came from the Linux kernel's Audit subsystem /proc - if information was extracted from Linux's /proc pseudofilesystem beep - if information came from BEEP
|
string (as enumerated) | required | |
*If agents enabled then all annotations listed for Agent are included in Process.
**Only if agents are enabled.
NOTE: Though some operation
values match system call names, the semantics differ. In particular, the interpretation is provenance-oriented. Multiple system calls may map to a single operation value (such as chmod() and fchmod() both reported as chmod
). Some system calls have an indirect effect (such as dup() resulting in a new file descriptor resolving to the old path during read() and write() calls). The mapping of system calls to OPM edges is outlined here.
This material is based upon work supported by the National Science Foundation under Grants OCI-0722068, IIS-1116414, and ACI-1547467. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
- Setting up SPADE
- Storing provenance
-
Collecting provenance
- Across the operating system
- Limiting collection to a part of the filesystem
- From an external application
- With compile-time instrumentation
- Using the reporting API
- Of transactions in the Bitcoin blockchain
- Filtering provenance
- Viewing provenance
-
Querying SPADE
- Illustrative example
- Transforming query responses
- Protecting query responses
- Miscellaneous