dataset.py

import pandas as pd

# 크립토재킹하는 컨테이너 시스템 콜 상위 20개 조사해서 빈도수 확인하기 위해 시스템콜 리스트 뽑기
# 첫 번째 파일의 데이터
bytecoin = {
    "sys_enter_recvmsg": 129799,
    "sys_enter_futex": 126108,
    "sys_enter_pwrite64": 104156,
    "sys_enter_read": 91662,
    "sys_enter_poll": 91320,
    "sys_enter_write": 74880,
    "sys_enter_epoll_wait": 55411,
    "sys_enter_ioctl": 53398,
    "sys_enter_mprotect": 39625,
    "sys_enter_newfstatat": 39528,
    "sys_enter_madvise": 38342,
    "sys_enter_lseek": 36673,
    "sys_enter_splice": 36073,
    "sys_enter_writev": 32235,
    "sys_enter_close": 29258,
    "sys_enter_openat": 28827,
    "sys_enter_clock_nanosleep": 23512,
    "sys_enter_sendmsg": 22506,
    "sys_enter_mmap": 21383,
    "sys_enter_epoll_pwait": 14512,
}

# 두 번째 파일의 데이터
dashcoin = {
    "sys_enter_read": 118408,
    "sys_enter_futex": 102676,
    "sys_enter_poll": 56293,
    "sys_enter_close": 53341,
    "sys_enter_recvmsg": 51815,
    "sys_enter_epoll_pwait": 48565,
    "sys_enter_write": 48563,
    "sys_enter_newfstatat": 42254,
    "sys_enter_openat": 41962,
    "sys_enter_rt_sigaction": 36809,
    "sys_enter_madvise": 35712,
    "sys_enter_ioctl": 32717,
    "sys_enter_mmap": 29287,
    "sys_enter_fcntl": 25340,
    "sys_enter_rt_sigprocmask": 24797,
    "sys_enter_mprotect": 23470,
    "sys_enter_nanosleep": 19658,
    "sys_enter_splice": 19315,
    "sys_enter_newstat": 16640,
    "sys_enter_clock_nanosleep": 11832,
}

dogecoin = {
    "sys_enter_times": 52256,
    "sys_enter_ioctl": 43440,
    "sys_enter_epoll_pwait": 21573,
    "sys_enter_poll": 15540,
    "sys_enter_read": 14222,
    "sys_enter_recvmsg": 13918,
    "sys_enter_futex": 13116,
    "sys_enter_newfstatat": 8174,
    "sys_enter_close": 7935,
    "sys_enter_openat": 6453,
    "sys_enter_inotify_add_watch": 5700,
    "sys_enter_nanosleep": 4377,
    "sys_enter_epoll_wait": 3822,
    "sys_enter_gettid": 3223,
    "sys_enter_timerfd_settime": 2839,
    "sys_enter_readlink": 2186,
    "sys_enter_madvise": 2010,
    "sys_enter_socket": 1583,
    "sys_enter_sched_yield": 1481,
    "sys_enter_write": 1310,
}

monero = {
    "sys_enter_sched_yield": 185332,
    "sys_enter_times": 51812,
    "sys_enter_ioctl": 47491,
    "sys_enter_poll": 31957,
    "sys_enter_read": 30262,
    "sys_enter_recvmsg": 20939,
    "sys_enter_newfstatat": 15059,
    "sys_enter_close": 13984,
    "sys_enter_openat": 13349,
    "sys_enter_write": 11754,
    "sys_enter_futex": 8947,
    "sys_enter_epoll_pwait": 6529,
    "sys_enter_epoll_wait": 5114,
    "sys_enter_inotify_add_watch": 5102,
    "sys_enter_nanosleep": 3385,
    "sys_enter_gettid": 3266,
    "sys_enter_sendmsg": 3240,
    "sys_enter_timerfd_settime": 2845,
    "sys_enter_access": 2389,
    "sys_enter_readlink": 2187,
}

nimiq = {
    "sys_enter_futex": 421807,
    "sys_enter_newfstatat": 67580,
    "sys_enter_read": 56384,
    "sys_enter_times": 51654,
    "sys_enter_ioctl": 48991,
    "sys_enter_close": 23054,
    "sys_enter_sched_yield": 22088,
    "sys_enter_epoll_wait": 21382,
    "sys_enter_openat": 16509,
    "sys_enter_mprotect": 16268,
    "sys_enter_poll": 15726,
    "sys_enter_rt_sigaction": 13059,
    "sys_enter_lseek": 12873,
    "sys_enter_munmap": 12491,
    "sys_enter_write": 11721,
    "sys_enter_mmap": 11080,
    "sys_enter_recvmsg": 8193,
    "sys_enter_getdents64": 5182,
    "sys_enter_inotify_add_watch": 5066,
    "sys_enter_epoll_pwait": 3974,
}

# 데이터프레임 생성
df1 = pd.DataFrame([bytecoin])
df2 = pd.DataFrame([dashcoin])
df3 = pd.DataFrame([dogecoin])
df4 = pd.DataFrame([monero])
df5 = pd.DataFrame([nimiq])

# 데이터프레임 결합
combined_df = pd.concat([df3, df4, df5], ignore_index=True)

# CSV 파일로 저장
combined_df.to_csv("combined_syscalls.csv", index=False)