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Table 2 A summary of the unconventional signals used

From: Forecasting cyberattacks with incomplete, imbalanced, and insignificant data

Signal

M%

Description

T_LME

0

Level of mentions of K9 in Twitter

G_LME

2.00

Level of mentions of K9 in GDELT

INSTAB

4.10

Instability score in GDELT

OTX

0.00

The number of OTX pulses

K9_AFF

49.59

The affect score for K9

K9_INT

49.59

The intensity score for K9

DEF_AFF

47.13

The affect score for the Defense

DEF_INT

47.13

The intensity score for the Defense

BANK_AFF

48.57

The affect score for the Banking

BANK_INT

48.57

The intensity score for the Banking

  1. The M% column shows the percentage of times a signal is missing or not reported