|  | .. _perf_security: | 
|  |  | 
|  | Perf events and tool security | 
|  | ============================= | 
|  |  | 
|  | Overview | 
|  | -------- | 
|  |  | 
|  | Usage of Performance Counters for Linux (perf_events) [1]_ , [2]_ , [3]_ | 
|  | can impose a considerable risk of leaking sensitive data accessed by | 
|  | monitored processes. The data leakage is possible both in scenarios of | 
|  | direct usage of perf_events system call API [2]_ and over data files | 
|  | generated by Perf tool user mode utility (Perf) [3]_ , [4]_ . The risk | 
|  | depends on the nature of data that perf_events performance monitoring | 
|  | units (PMU) [2]_ and Perf collect and expose for performance analysis. | 
|  | Collected system and performance data may be split into several | 
|  | categories: | 
|  |  | 
|  | 1. System hardware and software configuration data, for example: a CPU | 
|  | model and its cache configuration, an amount of available memory and | 
|  | its topology, used kernel and Perf versions, performance monitoring | 
|  | setup including experiment time, events configuration, Perf command | 
|  | line parameters, etc. | 
|  |  | 
|  | 2. User and kernel module paths and their load addresses with sizes, | 
|  | process and thread names with their PIDs and TIDs, timestamps for | 
|  | captured hardware and software events. | 
|  |  | 
|  | 3. Content of kernel software counters (e.g., for context switches, page | 
|  | faults, CPU migrations), architectural hardware performance counters | 
|  | (PMC) [8]_ and machine specific registers (MSR) [9]_ that provide | 
|  | execution metrics for various monitored parts of the system (e.g., | 
|  | memory controller (IMC), interconnect (QPI/UPI) or peripheral (PCIe) | 
|  | uncore counters) without direct attribution to any execution context | 
|  | state. | 
|  |  | 
|  | 4. Content of architectural execution context registers (e.g., RIP, RSP, | 
|  | RBP on x86_64), process user and kernel space memory addresses and | 
|  | data, content of various architectural MSRs that capture data from | 
|  | this category. | 
|  |  | 
|  | Data that belong to the fourth category can potentially contain | 
|  | sensitive process data. If PMUs in some monitoring modes capture values | 
|  | of execution context registers or data from process memory then access | 
|  | to such monitoring modes requires to be ordered and secured properly. | 
|  | So, perf_events performance monitoring and observability operations are | 
|  | the subject for security access control management [5]_ . | 
|  |  | 
|  | perf_events access control | 
|  | ------------------------------- | 
|  |  | 
|  | To perform security checks, the Linux implementation splits processes | 
|  | into two categories [6]_ : a) privileged processes (whose effective user | 
|  | ID is 0, referred to as superuser or root), and b) unprivileged | 
|  | processes (whose effective UID is nonzero). Privileged processes bypass | 
|  | all kernel security permission checks so perf_events performance | 
|  | monitoring is fully available to privileged processes without access, | 
|  | scope and resource restrictions. | 
|  |  | 
|  | Unprivileged processes are subject to a full security permission check | 
|  | based on the process's credentials [5]_ (usually: effective UID, | 
|  | effective GID, and supplementary group list). | 
|  |  | 
|  | Linux divides the privileges traditionally associated with superuser | 
|  | into distinct units, known as capabilities [6]_ , which can be | 
|  | independently enabled and disabled on per-thread basis for processes and | 
|  | files of unprivileged users. | 
|  |  | 
|  | Unprivileged processes with enabled CAP_PERFMON capability are treated | 
|  | as privileged processes with respect to perf_events performance | 
|  | monitoring and observability operations, thus, bypass *scope* permissions | 
|  | checks in the kernel. CAP_PERFMON implements the principle of least | 
|  | privilege [13]_ (POSIX 1003.1e: 2.2.2.39) for performance monitoring and | 
|  | observability operations in the kernel and provides a secure approach to | 
|  | performance monitoring and observability in the system. | 
|  |  | 
|  | For backward compatibility reasons the access to perf_events monitoring and | 
|  | observability operations is also open for CAP_SYS_ADMIN privileged | 
|  | processes but CAP_SYS_ADMIN usage for secure monitoring and observability | 
|  | use cases is discouraged with respect to the CAP_PERFMON capability. | 
|  | If system audit records [14]_ for a process using perf_events system call | 
|  | API contain denial records of acquiring both CAP_PERFMON and CAP_SYS_ADMIN | 
|  | capabilities then providing the process with CAP_PERFMON capability singly | 
|  | is recommended as the preferred secure approach to resolve double access | 
|  | denial logging related to usage of performance monitoring and observability. | 
|  |  | 
|  | Prior Linux v5.9 unprivileged processes using perf_events system call | 
|  | are also subject for PTRACE_MODE_READ_REALCREDS ptrace access mode check | 
|  | [7]_ , whose outcome determines whether monitoring is permitted. | 
|  | So unprivileged processes provided with CAP_SYS_PTRACE capability are | 
|  | effectively permitted to pass the check. Starting from Linux v5.9 | 
|  | CAP_SYS_PTRACE capability is not required and CAP_PERFMON is enough to | 
|  | be provided for processes to make performance monitoring and observability | 
|  | operations. | 
|  |  | 
|  | Other capabilities being granted to unprivileged processes can | 
|  | effectively enable capturing of additional data required for later | 
|  | performance analysis of monitored processes or a system. For example, | 
|  | CAP_SYSLOG capability permits reading kernel space memory addresses from | 
|  | /proc/kallsyms file. | 
|  |  | 
|  | Privileged Perf users groups | 
|  | --------------------------------- | 
|  |  | 
|  | Mechanisms of capabilities, privileged capability-dumb files [6]_, | 
|  | file system ACLs [10]_ and sudo [15]_ utility can be used to create | 
|  | dedicated groups of privileged Perf users who are permitted to execute | 
|  | performance monitoring and observability without limits. The following | 
|  | steps can be taken to create such groups of privileged Perf users. | 
|  |  | 
|  | 1. Create perf_users group of privileged Perf users, assign perf_users | 
|  | group to Perf tool executable and limit access to the executable for | 
|  | other users in the system who are not in the perf_users group: | 
|  |  | 
|  | :: | 
|  |  | 
|  | # groupadd perf_users | 
|  | # ls -alhF | 
|  | -rwxr-xr-x  2 root root  11M Oct 19 15:12 perf | 
|  | # chgrp perf_users perf | 
|  | # ls -alhF | 
|  | -rwxr-xr-x  2 root perf_users  11M Oct 19 15:12 perf | 
|  | # chmod o-rwx perf | 
|  | # ls -alhF | 
|  | -rwxr-x---  2 root perf_users  11M Oct 19 15:12 perf | 
|  |  | 
|  | 2. Assign the required capabilities to the Perf tool executable file and | 
|  | enable members of perf_users group with monitoring and observability | 
|  | privileges [6]_ : | 
|  |  | 
|  | :: | 
|  |  | 
|  | # setcap "cap_perfmon,cap_sys_ptrace,cap_syslog=ep" perf | 
|  | # setcap -v "cap_perfmon,cap_sys_ptrace,cap_syslog=ep" perf | 
|  | perf: OK | 
|  | # getcap perf | 
|  | perf = cap_sys_ptrace,cap_syslog,cap_perfmon+ep | 
|  |  | 
|  | If the libcap [16]_ installed doesn't yet support "cap_perfmon", use "38" instead, | 
|  | i.e.: | 
|  |  | 
|  | :: | 
|  |  | 
|  | # setcap "38,cap_ipc_lock,cap_sys_ptrace,cap_syslog=ep" perf | 
|  |  | 
|  | Note that you may need to have 'cap_ipc_lock' in the mix for tools such as | 
|  | 'perf top', alternatively use 'perf top -m N', to reduce the memory that | 
|  | it uses for the perf ring buffer, see the memory allocation section below. | 
|  |  | 
|  | Using a libcap without support for CAP_PERFMON will make cap_get_flag(caps, 38, | 
|  | CAP_EFFECTIVE, &val) fail, which will lead the default event to be 'cycles:u', | 
|  | so as a workaround explicitly ask for the 'cycles' event, i.e.: | 
|  |  | 
|  | :: | 
|  |  | 
|  | # perf top -e cycles | 
|  |  | 
|  | To get kernel and user samples with a perf binary with just CAP_PERFMON. | 
|  |  | 
|  | As a result, members of perf_users group are capable of conducting | 
|  | performance monitoring and observability by using functionality of the | 
|  | configured Perf tool executable that, when executes, passes perf_events | 
|  | subsystem scope checks. | 
|  |  | 
|  | In case Perf tool executable can't be assigned required capabilities (e.g. | 
|  | file system is mounted with nosuid option or extended attributes are | 
|  | not supported by the file system) then creation of the capabilities | 
|  | privileged environment, naturally shell, is possible. The shell provides | 
|  | inherent processes with CAP_PERFMON and other required capabilities so that | 
|  | performance monitoring and observability operations are available in the | 
|  | environment without limits. Access to the environment can be open via sudo | 
|  | utility for members of perf_users group only. In order to create such | 
|  | environment: | 
|  |  | 
|  | 1. Create shell script that uses capsh utility [16]_ to assign CAP_PERFMON | 
|  | and other required capabilities into ambient capability set of the shell | 
|  | process, lock the process security bits after enabling SECBIT_NO_SETUID_FIXUP, | 
|  | SECBIT_NOROOT and SECBIT_NO_CAP_AMBIENT_RAISE bits and then change | 
|  | the process identity to sudo caller of the script who should essentially | 
|  | be a member of perf_users group: | 
|  |  | 
|  | :: | 
|  |  | 
|  | # ls -alh /usr/local/bin/perf.shell | 
|  | -rwxr-xr-x. 1 root root 83 Oct 13 23:57 /usr/local/bin/perf.shell | 
|  | # cat /usr/local/bin/perf.shell | 
|  | exec /usr/sbin/capsh --iab=^cap_perfmon --secbits=239 --user=$SUDO_USER -- -l | 
|  |  | 
|  | 2. Extend sudo policy at /etc/sudoers file with a rule for perf_users group: | 
|  |  | 
|  | :: | 
|  |  | 
|  | # grep perf_users /etc/sudoers | 
|  | %perf_users    ALL=/usr/local/bin/perf.shell | 
|  |  | 
|  | 3. Check that members of perf_users group have access to the privileged | 
|  | shell and have CAP_PERFMON and other required capabilities enabled | 
|  | in permitted, effective and ambient capability sets of an inherent process: | 
|  |  | 
|  | :: | 
|  |  | 
|  | $ id | 
|  | uid=1003(capsh_test) gid=1004(capsh_test) groups=1004(capsh_test),1000(perf_users) context=unconfined_u:unconfined_r:unconfined_t:s0-s0:c0.c1023 | 
|  | $ sudo perf.shell | 
|  | [sudo] password for capsh_test: | 
|  | $ grep Cap /proc/self/status | 
|  | CapInh:        0000004000000000 | 
|  | CapPrm:        0000004000000000 | 
|  | CapEff:        0000004000000000 | 
|  | CapBnd:        000000ffffffffff | 
|  | CapAmb:        0000004000000000 | 
|  | $ capsh --decode=0000004000000000 | 
|  | 0x0000004000000000=cap_perfmon | 
|  |  | 
|  | As a result, members of perf_users group have access to the privileged | 
|  | environment where they can use tools employing performance monitoring APIs | 
|  | governed by CAP_PERFMON Linux capability. | 
|  |  | 
|  | This specific access control management is only available to superuser | 
|  | or root running processes with CAP_SETPCAP, CAP_SETFCAP [6]_ | 
|  | capabilities. | 
|  |  | 
|  | Unprivileged users | 
|  | ----------------------------------- | 
|  |  | 
|  | perf_events *scope* and *access* control for unprivileged processes | 
|  | is governed by perf_event_paranoid [2]_ setting: | 
|  |  | 
|  | -1: | 
|  | Impose no *scope* and *access* restrictions on using perf_events | 
|  | performance monitoring. Per-user per-cpu perf_event_mlock_kb [2]_ | 
|  | locking limit is ignored when allocating memory buffers for storing | 
|  | performance data. This is the least secure mode since allowed | 
|  | monitored *scope* is maximized and no perf_events specific limits | 
|  | are imposed on *resources* allocated for performance monitoring. | 
|  |  | 
|  | >=0: | 
|  | *scope* includes per-process and system wide performance monitoring | 
|  | but excludes raw tracepoints and ftrace function tracepoints | 
|  | monitoring. CPU and system events happened when executing either in | 
|  | user or in kernel space can be monitored and captured for later | 
|  | analysis. Per-user per-cpu perf_event_mlock_kb locking limit is | 
|  | imposed but ignored for unprivileged processes with CAP_IPC_LOCK | 
|  | [6]_ capability. | 
|  |  | 
|  | >=1: | 
|  | *scope* includes per-process performance monitoring only and | 
|  | excludes system wide performance monitoring. CPU and system events | 
|  | happened when executing either in user or in kernel space can be | 
|  | monitored and captured for later analysis. Per-user per-cpu | 
|  | perf_event_mlock_kb locking limit is imposed but ignored for | 
|  | unprivileged processes with CAP_IPC_LOCK capability. | 
|  |  | 
|  | >=2: | 
|  | *scope* includes per-process performance monitoring only. CPU and | 
|  | system events happened when executing in user space only can be | 
|  | monitored and captured for later analysis. Per-user per-cpu | 
|  | perf_event_mlock_kb locking limit is imposed but ignored for | 
|  | unprivileged processes with CAP_IPC_LOCK capability. | 
|  |  | 
|  | Resource control | 
|  | --------------------------------- | 
|  |  | 
|  | Open file descriptors | 
|  | +++++++++++++++++++++ | 
|  |  | 
|  | The perf_events system call API [2]_ allocates file descriptors for | 
|  | every configured PMU event. Open file descriptors are a per-process | 
|  | accountable resource governed by the RLIMIT_NOFILE [11]_ limit | 
|  | (ulimit -n), which is usually derived from the login shell process. When | 
|  | configuring Perf collection for a long list of events on a large server | 
|  | system, this limit can be easily hit preventing required monitoring | 
|  | configuration. RLIMIT_NOFILE limit can be increased on per-user basis | 
|  | modifying content of the limits.conf file [12]_ . Ordinarily, a Perf | 
|  | sampling session (perf record) requires an amount of open perf_event | 
|  | file descriptors that is not less than the number of monitored events | 
|  | multiplied by the number of monitored CPUs. | 
|  |  | 
|  | Memory allocation | 
|  | +++++++++++++++++ | 
|  |  | 
|  | The amount of memory available to user processes for capturing | 
|  | performance monitoring data is governed by the perf_event_mlock_kb [2]_ | 
|  | setting. This perf_event specific resource setting defines overall | 
|  | per-cpu limits of memory allowed for mapping by the user processes to | 
|  | execute performance monitoring. The setting essentially extends the | 
|  | RLIMIT_MEMLOCK [11]_ limit, but only for memory regions mapped | 
|  | specifically for capturing monitored performance events and related data. | 
|  |  | 
|  | For example, if a machine has eight cores and perf_event_mlock_kb limit | 
|  | is set to 516 KiB, then a user process is provided with 516 KiB * 8 = | 
|  | 4128 KiB of memory above the RLIMIT_MEMLOCK limit (ulimit -l) for | 
|  | perf_event mmap buffers. In particular, this means that, if the user | 
|  | wants to start two or more performance monitoring processes, the user is | 
|  | required to manually distribute the available 4128 KiB between the | 
|  | monitoring processes, for example, using the --mmap-pages Perf record | 
|  | mode option. Otherwise, the first started performance monitoring process | 
|  | allocates all available 4128 KiB and the other processes will fail to | 
|  | proceed due to the lack of memory. | 
|  |  | 
|  | RLIMIT_MEMLOCK and perf_event_mlock_kb resource constraints are ignored | 
|  | for processes with the CAP_IPC_LOCK capability. Thus, perf_events/Perf | 
|  | privileged users can be provided with memory above the constraints for | 
|  | perf_events/Perf performance monitoring purpose by providing the Perf | 
|  | executable with CAP_IPC_LOCK capability. | 
|  |  | 
|  | Bibliography | 
|  | ------------ | 
|  |  | 
|  | .. [1] `<https://lwn.net/Articles/337493/>`_ | 
|  | .. [2] `<http://man7.org/linux/man-pages/man2/perf_event_open.2.html>`_ | 
|  | .. [3] `<http://web.eece.maine.edu/~vweaver/projects/perf_events/>`_ | 
|  | .. [4] `<https://perf.wiki.kernel.org/index.php/Main_Page>`_ | 
|  | .. [5] `<https://www.kernel.org/doc/html/latest/security/credentials.html>`_ | 
|  | .. [6] `<http://man7.org/linux/man-pages/man7/capabilities.7.html>`_ | 
|  | .. [7] `<http://man7.org/linux/man-pages/man2/ptrace.2.html>`_ | 
|  | .. [8] `<https://en.wikipedia.org/wiki/Hardware_performance_counter>`_ | 
|  | .. [9] `<https://en.wikipedia.org/wiki/Model-specific_register>`_ | 
|  | .. [10] `<http://man7.org/linux/man-pages/man5/acl.5.html>`_ | 
|  | .. [11] `<http://man7.org/linux/man-pages/man2/getrlimit.2.html>`_ | 
|  | .. [12] `<http://man7.org/linux/man-pages/man5/limits.conf.5.html>`_ | 
|  | .. [13] `<https://sites.google.com/site/fullycapable>`_ | 
|  | .. [14] `<http://man7.org/linux/man-pages/man8/auditd.8.html>`_ | 
|  | .. [15] `<https://man7.org/linux/man-pages/man8/sudo.8.html>`_ | 
|  | .. [16] `<https://git.kernel.org/pub/scm/libs/libcap/libcap.git/>`_ |